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Yonina C. Eldar

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affiliation: Technion - Israel Institute of Technology, Haifa, Israel

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2025
[j369]
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Kai Zhong, Jinfeng Hu, Huiyong Li, Ren Wang, Dongxu An, Gangyong Zhu, Kah Chan Teh, Cunhua Pan, Yonina C. Eldar:
RIS-Aided Beamforming Design for MIMO Systems via Unified Manifold Optimization. IEEE Trans. Veh. Technol. 74(1): 674-685 (2025)
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Yipeng Liang, Qimei Chen, Guangxu Zhu, Hao Jiang, Yonina C. Eldar, Shuguang Cui:
Communication-and-Energy Efficient Over-the-Air Federated Learning. IEEE Trans. Wirel. Commun. 24(1): 767-782 (2025)
2024
[j367]
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Satish Mulleti, Yonina C. Eldar:
Modulo Sampling of FRI Signals. IEEE Access 12: 60369-60384 (2024)
[j366]
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Chundi Zheng, Weiming Peng, Tianyao Huang, Yonina C. Eldar, Meiyi Yu:
High accurate detection method for aortic valve opening of seismocardiography signals. Biomed. Signal Process. Control. 87(Part B): 105484 (2024)
[j365]
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Pubudu L. Indrasiri, Dinh C. Nguyen, Bipasha Kashyap, Pubudu N. Pathirana, Yonina C. Eldar:
FedXPro: Bayesian Inference for Mitigating Poisoning Attacks in IoT Federated Learning. IEEE Internet Things J. 11(7): 12115-12131 (2024)
[j364]
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Wanli Ni, Huiqing Ao, Hui Tian, Yonina C. Eldar, Dusit Niyato:
FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable IoMT Devices. IEEE Internet Things J. 11(10): 18934-18935 (2024)
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Dinh C. Nguyen, Viet Quoc Pham, Seyyedali Hosseinalipour, Zehui Xiong, Tuan M. Hoang Trong, Yonina C. Eldar:
Guest Editorial: Federated Learning for Industrial Internet of Things. IEEE Internet Things Mag. 7(5): 12-13 (2024)
[j362]
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Giulia Torcolacci, Anna Guerra, Haiyang Zhang, Francesco Guidi, Qianyu Yang, Yonina C. Eldar, Davide Dardari:
Holographic Imaging With XL-MIMO and RIS: Illumination and Reflection Design. IEEE J. Sel. Top. Signal Process. 18(4): 587-602 (2024)
[j361]
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Nhan Thanh Nguyen, Ly Van Nguyen, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti:
Joint Communications and Sensing Hybrid Beamforming Design via Deep Unfolding. IEEE J. Sel. Top. Signal Process. 18(5): 901-916 (2024)
[j360]
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Wei Chen, Yuanwei Liu, Hamid Jafarkhani, Yonina C. Eldar, Peiying Zhu, Khaled B. Letaief:
Editorial Introduction for the Special Issue on Intelligent Signal Processing and Learning for Next Generation Multiple Access. IEEE J. Sel. Top. Signal Process. 18(7): 1139-1145 (2024)
[j359]
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Wei Chen, Yuanwei Liu, Hamid Jafarkhani, Yonina C. Eldar, Peiying Zhu, Khaled B. Letaief:
Signal Processing and Learning for Next Generation Multiple Access in 6G. IEEE J. Sel. Top. Signal Process. 18(7): 1146-1177 (2024)
[j358]
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Yaxi Liu, Tianyao Huang, Fan Liu, Dingyou Ma, Wei Huangfu, Yonina C. Eldar:
Next-Generation Multiple Access for Integrated Sensing and Communications. Proc. IEEE 112(9): 1467-1496 (2024)
[j357]
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Tom Tirer, Raja Giryes, Se Young Chun, Yonina C. Eldar:
Deep Internal Learning: Deep learning from a single input. IEEE Signal Process. Mag. 41(4): 40-57 (2024)
[j356]
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Yuhan Li, Tianyao Huang, Yimin Liu, Xiqin Wang, Yonina C. Eldar:
Block Sparse Recovery With Redundant Measurement Matrices and Its Application in Frequency Agile Radar. IEEE Trans. Aerosp. Electron. Syst. 60(6): 8960-8975 (2024)
[j355]
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Yanan Zhao, Yuelong Li, Haichuan Zhang, Vishal Monga, Yonina C. Eldar:
Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution. IEEE Trans. Computational Imaging 10: 574-588 (2024)
[j354]
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Tom Sharon, Yonina C. Eldar:
Real-Time Model-Based Quantitative Ultrasound and Radar. IEEE Trans. Computational Imaging 10: 1175-1190 (2024)
[j353]
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Xing Zhang, Haiyang Zhang, Yonina C. Eldar:
Near-Field Sparse Channel Representation and Estimation in 6G Wireless Communications. IEEE Trans. Commun. 72(1): 450-464 (2024)
[j352]
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Xing Zhang, Haiyang Zhang, Nimrod Glazer, Oded Cohen, Eliya Reznitskiy, Shlomi Savariego, Moshe Namer, Yonina C. Eldar:
Hardware Implementation of Task-Based Quantization in Multiuser Signal Recovery. IEEE Trans. Ind. Electron. 71(7): 7716-7724 (2024)
[j351]
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Hila Naaman, Nimrod Glazer, Moshe Namer, Daniel Bilik, Shlomi Savariego, Yonina C. Eldar:
Hardware Prototype of a Time-Encoding Sub-Nyquist ADC. IEEE Trans. Instrum. Meas. 73: 1-13 (2024)
[j350]
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Zhuoyang Liu, Haiyang Zhang, Tianyao Huang, Feng Xu, Yonina C. Eldar:
Hybrid RIS-Assisted MIMO Dual-Function Radar-Communication System. IEEE Trans. Signal Process. 72: 1650-1665 (2024)
[j349]
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Brent De Weerdt, Yonina C. Eldar, Nikos Deligiannis:
Deep Unfolding Transformers for Sparse Recovery of Video. IEEE Trans. Signal Process. 72: 1782-1796 (2024)
[j348]
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Tomer Gafni, Kobi Cohen, Yonina C. Eldar:
Federated Learning from Heterogeneous Data via Controlled Air Aggregation with Bayesian Estimation. IEEE Trans. Signal Process. 72: 1928-1943 (2024)
[j347]
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Bin Wang, Jun Fang, Hongbin Li, Yonina C. Eldar:
Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach. IEEE Trans. Signal Process. 72: 2054-2072 (2024)
[j346]
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Yuchen Zhang, Haiyang Zhang, Sa Xiao, Wanbin Tang, Yonina C. Eldar:
Near-Field Wideband Secure Communications: An Analog Beamfocusing Approach. IEEE Trans. Signal Process. 72: 2173-2187 (2024)
[j345]
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Xingchao Jian, Wee Peng Tay, Yonina C. Eldar:
Kernel Based Reconstruction for Generalized Graph Signal Processing. IEEE Trans. Signal Process. 72: 2308-2322 (2024)
[j344]
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Zhenyao He, Hong Shen, Wei Xu, Yonina C. Eldar, Xiaohu You:
MSE-Based Training and Transmission Optimization for MIMO ISAC Systems. IEEE Trans. Signal Process. 72: 3104-3121 (2024)
[j343]
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Basheeruddin Shah Shaik, Pradyumna Pradhan, Wei Pu, Ramunaidu Randhi, Miguel R. D. Rodrigues, Yonina C. Eldar:
Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding. IEEE Trans. Signal Process. 72: 3272-3286 (2024)
[j342]
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Haocheng Hua, Jie Xu, Yonina C. Eldar:
Near-Field 3D Localization via MIMO Radar: Cramér-Rao Bound Analysis and Estimator Design. IEEE Trans. Signal Process. 72: 3879-3895 (2024)
[j341]
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Xiaonan Liu, Tharmalingam Ratnarajah, Mathini Sellathurai, Yonina C. Eldar:
Adaptive Model Pruning and Personalization for Federated Learning Over Wireless Networks. IEEE Trans. Signal Process. 72: 4395-4411 (2024)
[j340]
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Zhen Du, Fan Liu, Yifeng Xiong, Tony Xiao Han, Yonina C. Eldar, Shi Jin:
Reshaping the ISAC Tradeoff Under OFDM Signaling: A Probabilistic Constellation Shaping Approach. IEEE Trans. Signal Process. 72: 4782-4797 (2024)
[j339]
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Ailing Zheng, Wanli Ni, Wen Wang, Hui Tian, Yonina C. Eldar, Dusit Niyato:
Multi-Functional RIS: Signal Modeling and Optimization. IEEE Trans. Veh. Technol. 73(4): 5971-5976 (2024)
[j338]
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Dawei Gao, Qinghua Guo, Guisheng Liao, Yonina C. Eldar, Yonghui Li, Yanguang Yu, Branka Vucetic:
Signal Detection in MIMO Systems With Hardware Imperfections: Message Passing on Neural Networks. IEEE Trans. Wirel. Commun. 23(1): 820-834 (2024)
[j337]
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Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui:
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. IEEE Trans. Wirel. Commun. 23(3): 2486-2502 (2024)
[j336]
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Wen Wang, Wanli Ni, Hui Tian, Yonina C. Eldar, Rui Zhang:
Multi-Functional Reconfigurable Intelligent Surface: System Modeling and Performance Optimization. IEEE Trans. Wirel. Commun. 23(4): 3025-3041 (2024)
[j335]
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R. S. Prasobh Sankar, Sundeep Prabhakar Chepuri, Yonina C. Eldar:
Beamforming in Integrated Sensing and Communication Systems With Reconfigurable Intelligent Surfaces. IEEE Trans. Wirel. Commun. 23(5): 4017-4031 (2024)
[j334]
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Aritra Basu, Soumya P. Dash, Aryan Kaushik, Debasish Ghose, Marco Di Renzo, Yonina C. Eldar:
Performance Analysis of RIS-Aided Index Modulation With Greedy Detection Over Rician Fading Channels. IEEE Trans. Wirel. Commun. 23(8): 8465-8479 (2024)
[j333]
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Zhanwei Wang, Kaibin Huang, Yonina C. Eldar:
Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference. IEEE Trans. Wirel. Commun. 23(8): 10058-10071 (2024)
[j332]
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Yinan Zou, Yong Zhou, Xu Chen, Yonina C. Eldar:
Proximal Gradient-Based Unfolding for Massive Random Access in IoT Networks. IEEE Trans. Wirel. Commun. 23(10): 14530-14545 (2024)
[j331]
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Nithin Babu, Christos Masouros, Constantinos B. Papadias, Yonina C. Eldar:
Precoding for Multi-Cell ISAC: From Coordinated Beamforming to Coordinated Multipoint and Bi-Static Sensing. IEEE Trans. Wirel. Commun. 23(10): 14637-14651 (2024)
[j330]
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Shaohua Yue, Shuhao Zeng, Liang Liu, Yonina C. Eldar, Boya Di:
Hybrid Near-Far Field Channel Estimation for Holographic MIMO Communications. IEEE Trans. Wirel. Commun. 23(11): 15798-15813 (2024)
[j329]
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George C. Alexandropoulos, Nir Shlezinger, Idban Alamzadeh, Mohammadreza F. Imani, Haiyang Zhang, Yonina C. Eldar:
Hybrid Reconfigurable Intelligent Metasurfaces: Enabling Simultaneous Tunable Reflections and Sensing for 6G Wireless Communications. IEEE Veh. Technol. Mag. 19(1): 75-84 (2024)
[j328]
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Nir Shlezinger, Mengyuan Ma, Ortal Lavi, Nhan Thanh Nguyen, Yonina C. Eldar, Markku J. Juntti:
Artificial Intelligence-Empowered Hybrid Multiple-input/multiple-output Beamforming: Learning to Optimize for High-Throughput Scalable MIMO. IEEE Veh. Technol. Mag. 19(3): 58-67 (2024)
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Zhaoyang Zhang, Mérouane Debbah, Yonina C. Eldar, Dinh Thai Hoang, Wen Tong, Kai-Kit Wong:
Guest Editorial: Sustainable Big AI Model for Wireless Networks. IEEE Wirel. Commun. 31(3): 18-19 (2024)
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Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger:
Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels. IEEE Wirel. Commun. 31(4): 163-169 (2024)
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Jungyeon Kim, Hyowon Lee, Heedong Do, Jinseok Choi, Jeonghun Park, Wonjae Shin, Yonina C. Eldar, Namyoon Lee:
On the Learning of Digital Self-Interference Cancellation in Full-Duplex Radios. IEEE Wirel. Commun. 31(4): 184-191 (2024)
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Xiaonan Liu, Tharmalingam Ratnarajah, Mathini Sellathurai, Yonina C. Eldar:
Multimodal Learning for Integrated Sensing and Communication Networks. EUSIPCO 2024: 1177-1181
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Han Wang, Yhonatan Kvich, Eduardo Pérez, Florian Römer, Yonina C. Eldar:
Efficient Convolutional Forward Modeling and Sparse Coding in Multichannel Imaging. EUSIPCO 2024: 2187-2191
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Yhonatan Kvich, Yonina C. Eldar:
Modulo Sampling and Recovery in Shift-Invariant Spaces. ICASSP 2024: 11-15
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Wuxia Hu, Yang Yang, Yonina C. Eldar, Chunyan Feng, Caili Guo:
Digital Task-Oriented Communication with Hardware-Limited Task-Based Quantization. ICASSP 2024: 171-175
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Yonathan Eder, Ravit Abel, Avi Schroeder, Yonina C. Eldar:
Localization and Tracking of Gold Nanoparticles Using mmWave FMCW Radar. ICASSP 2024: 2066-2070
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Bin Wang, Jun Fang, Hongbin Li, Yonina C. Eldar:
A Stochastic Gradient Approach for Communication Efficient Confederated Learning. ICASSP 2024: 5170-5174
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Xing Zhang, Haiyang Zhang, Yonina C. Eldar:
Sparse Channel Representation and Estimation in Near Field Communications. ICASSP 2024: 8861-8865
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Yaela Gabay, Nir Shlezinger, Tirza Routtenberg, Yasaman Ghasempour, George C. Alexandropoulos, Yonina C. Eldar:
Leaky Waveguide Antennas for Downlink Wideband THz Communications. ICASSP 2024: 9111-9115
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Kaushani Majumder, Sibi Raj B. Pillai, Yonina C. Eldar, Satish Mulleti:
Adaptive Sensor Selection with Deterministic Priors for DoA Tracking. ICASSP 2024: 9566-9570
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Zhengdao Yuan, Qinghua Guo, Yonina C. Eldar, Yonghui Li:
Unitary Approximate Message Passing for Matrix Factorization. ICASSP 2024: 9576-9580
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Pradyumna Pradhan, Shaik Basheeruddin Shah, Ramunaidu Randhi, Yonina C. Eldar:
Recursive-Tail-Fista for Sparse Signal Recovery. ICASSP 2024: 9726-9730
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Giulia Torcolacci, Anna Guerra, Haiyang Zhang, Francesco Guidi, Qianyu Yang, Yonina C. Eldar, Davide Dardari:
RIS-Empowered Near-Field Imaging in NLOS Scenarios. ICC Workshops 2024: 378-383
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Yuchen Zhang, Haiyang Zhang, N. Wanli, Wanbin Tang, Yonina C. Eldar:
Analog Beamforming for Wideband Secure Communications. ICC Workshops 2024: 1785-1790
[c328]
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Runxin Zhang, Yulin Shao, Menghan Li, Lu Lu, Yonina C. Eldar:
Optical Integrated Sensing and Communication with Light-Emitting Diode. ICC Workshops 2024: 2059-2064
[c327]
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  - conf/isit/Alonso0BE24
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Marian Temprana Alonso, Farhad Shirani, Neil Irwin Bernardo, Yonina C. Eldar:
Non-Linear Analog Processing Gains in Task-Based Quantization. ISIT 2024: 1889-1894
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  - conf/isit/BernardoSE24
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Neil Irwin Bernardo, Shaik Basheeruddin Shah, Yonina C. Eldar:
Modulo Sampling with 1-Bit Side Information: Performance Guarantees in the Presence of Quantization. ISIT 2024: 3498-3503
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Xiaonan Liu, Tharmalingam Ratnarajah, Mathini Sellathurai, Yonina C. Eldar:
Partial Model Pruning and Personalization for Wireless Federated Learning. SPAWC 2024: 31-35
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Ping Sun, Haiyang Zhang, Francesco Guidi, Davide Dardari, Baoyun Wang, Yonina C. Eldar:
Beam-Focusing for Near-Field ISAC Systems. SPAWC 2024: 241-245
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Pengfei Shen, Yulin Shao, Haoyuan Pan, Lu Lu, Yonina C. Eldar:
Channel Cycle Time: A New Measure of Short-Term Fairness. WCNC 2024: 1-6
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Lei Xie, Shenghui Song, Yonina C. Eldar:
Model-Driven Sensing-Node Selection for Maneuvering Target Tracking. WCNC 2024: 1-6
[i309]
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  - journals/corr/abs-2401-12694
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Yue Hu, Xianghe Pang, Xiaoqi Qin, Yonina C. Eldar, Siheng Chen, Ping Zhang, Wenjun Zhang:
Pragmatic Communication in Multi-Agent Collaborative Perception. CoRR abs/2401.12694 (2024)
[i308]
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  - journals/corr/abs-2402-01525
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Marian Temprana Alonso, Farhad Shirani, Neil Irwin Bernardo, Yonina C. Eldar:
Non-Linear Analog Processing Gains in Task-Based Quantization. CoRR abs/2402.01525 (2024)
[i307]
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  - journals/corr/abs-2402-10520
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Tom Sharon, Yonina C. Eldar:
Real-Time Model-Based Quantitative Ultrasound and Radar. CoRR abs/2402.10520 (2024)
[i306]
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  - journals/corr/abs-2402-18018
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Bin Wang, Jun Fang, Hongbin Li, Yonina C. Eldar:
Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach. CoRR abs/2402.18018 (2024)
[i305]
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  - journals/corr/abs-2402-18387
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Nithin Babu, Christos Masouros, Constantinos B. Papadias, Yonina C. Eldar:
Precoding for Multi-Cell ISAC: from Coordinated Beamforming to Coordinated Multipoint and Bi-Static Sensing. CoRR abs/2402.18387 (2024)
[i304]
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  - journals/corr/abs-2403-06828
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Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Jianjun Chen, Shijie Lin, Chengyang Li, Chengzhong Xu, Yonina C. Eldar, Qi Hao, Jia Pan:
NeuPAN: Direct Point Robot Navigation with End-to-End Model-based Learning. CoRR abs/2403.06828 (2024)
[i303]
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  - journals/corr/abs-2403-16974
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Yair Ben Sahel, Yonina C. Eldar:
Self-STORM: Deep Unrolled Self-Supervised Learning for Super-Resolution Microscopy. CoRR abs/2403.16974 (2024)
[i302]
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  - journals/corr/abs-2404-00953
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Yichi Zhang, Yuchen Zhang, Lipeng Zhu, Sa Xiao, Wanbin Tang, Yonina C. Eldar, Rui Zhang:
Movable Antenna-Aided Hybrid Beamforming for Multi-User Communications. CoRR abs/2404.00953 (2024)
[i301]
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  - journals/corr/abs-2406-03888
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Zhenyao He, Wei Xu, Hong Shen, Yonina C. Eldar, Xiaohu You:
MSE-Based Training and Transmission Optimization for MIMO ISAC Systems. CoRR abs/2406.03888 (2024)
[i300]
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  - journals/corr/abs-2406-07272
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Zhengdao Yuan, Qinghua Guo, Yonina C. Eldar, Yonghui Li:
Integrated Near Field Sensing and Communications Using Unitary Approximate Message Passing Based Matrix Factorization. CoRR abs/2406.07272 (2024)
[i299]
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  - journals/corr/abs-2407-07368
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Anubhab Ghosh, Yonina C. Eldar, Saikat Chatterjee:
Data-driven Bayesian State Estimation with Compressed Measurement of Model-free Process using Semi-supervised Learning. CoRR abs/2407.07368 (2024)
[i298]
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  - journals/corr/abs-2407-12264
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Shaohua Yue, Shuhao Zeng, Liang Liu, Yonina C. Eldar, Boya Di:
Hybrid Near-Far Field Channel Estimation for Holographic MIMO Communications. CoRR abs/2407.12264 (2024)
[i297]
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  - journals/corr/abs-2408-02934
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Pengxia Wu, Julian Cheng, Yonina C. Eldar, John M. Cioffi:
Learned Trimmed-Ridge Regression for Channel Estimation in Millimeter-Wave Massive MIMO. CoRR abs/2408.02934 (2024)
[i296]
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  - journals/corr/abs-2408-12811
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Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song, Yonina C. Eldar:
Decentralized MIMO Systems with LMMSE Receivers and Imperfect CSI. CoRR abs/2408.12811 (2024)
[i295]
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  - journals/corr/abs-2409-12947
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Aayush Karan, Kulin Shah, Sitan Chen, Yonina C. Eldar:
Unrolled denoising networks provably learn optimal Bayesian inference. CoRR abs/2409.12947 (2024)
[i294]
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  - journals/corr/abs-2410-06584
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Wanli Ni, Wen Wang, Ailing Zheng, Peng Wang, Changsheng You, Yonina C. Eldar, Dusit Niyato, Robert Schober:
Two Birds With One Stone: Enhancing Communication and Sensing via Multi-Functional RIS. CoRR abs/2410.06584 (2024)
[i293]
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  - journals/corr/abs-2410-12289
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Nir Shlezinger, Guy Revach, Anubhab Ghosh, Saikat Chatterjee, Shuo Tang, Tales Imbiriba, Jindrich Duník, Ondrej Straka, Pau Closas, Yonina C. Eldar:
AI-Aided Kalman Filters. CoRR abs/2410.12289 (2024)
[i292]
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  - journals/corr/abs-2411-06690
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Runxin Zhang, Yulin Shao, Yonina C. Eldar:
Polarization Aware Movable Antenna. CoRR abs/2411.06690 (2024)
[i291]
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  - journals/corr/abs-2412-18453
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Zhixuan Xie, Jianjun Chen, Guoliang Li, Shuai Wang, Kejiang Ye, Yonina C. Eldar, Chengzhong Xu:
Clutter Resilient Occlusion Avoidance for Tightly-Coupled Motion-Assisted Detection. CoRR abs/2412.18453 (2024)
2023
[j324]
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  - journals/access/GonzalezDLEMY23
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Diana Cristina González, Claudio Ferreira Dias, Eduardo Rodrigues de Lima, Yonina C. Eldar, Muriel Médard, Michel Daoud Yacoub:
Interception Probability Versus Capacity in Wideband Systems: The Benefits of Peaky Signaling. IEEE Access 11: 24986-24994 (2023)
[j323]
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  - journals/access/MulletiZE23
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Satish Mulleti, Haiyang Zhang, Yonina C. Eldar:
Learning to Sample: Data-Driven Sampling and Reconstruction of FRI Signals. IEEE Access 11: 71048-71062 (2023)
[j322]
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Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Yonina C. Eldar:
6G Wireless Communications: From Far-Field Beam Steering to Near-Field Beam Focusing. IEEE Commun. Mag. 61(4): 72-77 (2023)
[j321]
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Geoffrey Ye Li, Yonina C. Eldar, Arash Behboodi, Guangyi Liu:
Guest Editorial: Semantic Communications: Transmission Beyond Shannon. IEEE Commun. Mag. 61(11): 34-35 (2023)
[j320]
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  - journals/fcsc/SongZFLYMECPPNG23
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Zihang Song, Han Zhang, Sean Fuller, Andrew Lambert, Zhinong Ying, Petri Mähönen, Yonina C. Eldar, Shuguang Cui, Mark D. Plumbley, Clive Parini, Arumugam Nallanathan, Yue Gao:
Numerical evaluation on sub-Nyquist spectrum reconstruction methods. Frontiers Comput. Sci. 17(6): 176504 (2023)
[j319]
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  - journals/ftsig/ShlezingerE23
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Nir Shlezinger, Yonina C. Eldar:
Model-Based Deep Learning. Found. Trends Signal Process. 17(4): 291-416 (2023)
[j318]
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  - journals/iet-cds/MulletiRSNGE23
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Satish Mulleti, Eliya Reznitskiy, Shlomi Savariego, Moshe Namer, Nimrod Glazer, Yonina C. Eldar:
A hardware prototype of wideband high-dynamic range analog-to-digital converter. IET Circuits Devices Syst. 17(4): 181-192 (2023)
[j317]
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Xuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang:
Guest Editorial Communication-Efficient Distributed Learning Over Networks. IEEE J. Sel. Areas Commun. 41(4): 845-850 (2023)
[j316]
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Xuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang:
Communication-Efficient Distributed Learning: An Overview. IEEE J. Sel. Areas Commun. 41(4): 851-873 (2023)
[j315]
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  - journals/jsac/HeXSNEY23
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Zhenyao He, Wei Xu, Hong Shen, Derrick Wing Kwan Ng, Yonina C. Eldar, Xiaohu You:
Full-Duplex Communication for ISAC: Joint Beamforming and Power Optimization. IEEE J. Sel. Areas Commun. 41(9): 2920-2936 (2023)
[j314]
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Wei Xu, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah:
Guest Editorial Distributed Signal Processing for Edge Learning in B5G IoT Networks. IEEE J. Sel. Top. Signal Process. 17(1): 3-8 (2023)
[j313]
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Wei Xu, Zhaohui Yang, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah:
Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing. IEEE J. Sel. Top. Signal Process. 17(1): 9-39 (2023)
[j312]
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  - journals/network/WangLNEPHX23
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Shuai Wang, Chengyang Li, Derrick Wing Kwan Ng, Yonina C. Eldar, H. Vincent Poor, Qi Hao, Cheng-Zhong Xu:
Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification. IEEE Netw. 37(3): 16-25 (2023)
[j311]
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  - journals/pieee/ShlezingerWED23
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Nir Shlezinger, Jay Whang, Yonina C. Eldar, Alexandros G. Dimakis:
Model-Based Deep Learning. Proc. IEEE 111(5): 465-499 (2023)
[j310]
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  - journals/ral/HanWWZZEHP23
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Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Qianru Zhang, Yonina C. Eldar, Qi Hao, Jia Pan:
RDA: An Accelerated Collision Free Motion Planner for Autonomous Navigation in Cluttered Environments. IEEE Robotics Autom. Lett. 8(3): 1715-1722 (2023)
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Rui Guo, Tianyao Huang, Maokun Li, Haiyang Zhang, Yonina C. Eldar:
Physics-Embedded Machine Learning for Electromagnetic Data Imaging: Examining three types of data-driven imaging methods. IEEE Signal Process. Mag. 40(2): 18-31 (2023)
[j308]
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Emil Björnson, Yonina C. Eldar, Erik G. Larsson, Angel Lozano, H. Vincent Poor:
Twenty-Five Years of Signal Processing Advances for Multiantenna Communications: From theory to mainstream technology. IEEE Signal Process. Mag. 40(4): 107-117 (2023)
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Fan Liu, Le Zheng, Yuanhao Cui, Christos Masouros, Athina P. Petropulu, Hugh D. Griffiths, Yonina C. Eldar:
Seventy Years of Radar and Communications: The road from separation to integration. IEEE Signal Process. Mag. 40(5): 106-121 (2023)
[j306]
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Sundeep Prabhakar Chepuri, Nir Shlezinger, Fan Liu, George C. Alexandropoulos, Stefano Buzzi, Yonina C. Eldar:
Integrated Sensing and Communications With Reconfigurable Intelligent Surfaces: From signal modeling to processing. IEEE Signal Process. Mag. 40(6): 41-62 (2023)
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Guangbin Zhang, Tianyao Huang, Yimin Liu, Xiqin Wang, Yonina C. Eldar:
Direction Finding in Partly Calibrated Arrays Exploiting the Whole Array Aperture. IEEE Trans. Aerosp. Electron. Syst. 59(5): 5978-5992 (2023)
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Haiyang Zhang, Nir Shlezinger, George C. Alexandropoulos, Avner Shultzman, Idban Alamzadeh, Mohammadreza F. Imani, Yonina C. Eldar:
Channel Estimation With Hybrid Reconfigurable Intelligent Metasurfaces. IEEE Trans. Commun. 71(4): 2441-2456 (2023)
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Jianjun Wang, Jingyao Hou, Yonina C. Eldar:
Tensor Robust Principal Component Analysis From Multilevel Quantized Observations. IEEE Trans. Inf. Theory 69(1): 383-406 (2023)
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Yonathan Eder, Yonina C. Eldar:
Sparsity-Based Multi-Person Non-Contact Vital Signs Monitoring via FMCW Radar. IEEE J. Biomed. Health Informatics 27(6): 2806-2817 (2023)
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Zixiang Yang, Qing Shen, Wei Liu, Yonina C. Eldar, Wei Cui:
High-Order Cumulants Based Sparse Array Design Via Fractal Geometries - Part I: Structures and DOFs. IEEE Trans. Signal Process. 71: 327-342 (2023)
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Zixiang Yang, Qing Shen, Wei Liu, Yonina C. Eldar, Wei Cui:
High-Order Cumulants Based Sparse Array Design Via Fractal Geometries - Part II: Robustness and Mutual Coupling. IEEE Trans. Signal Process. 71: 343-357 (2023)
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Junya Hara, Yuichi Tanaka, Yonina C. Eldar:
Graph Signal Sampling Under Stochastic Priors. IEEE Trans. Signal Process. 71: 1421-1434 (2023)
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Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie S. Evans:
Design and Analysis of Hardware-Limited Non-Uniform Task-Based Quantizers. IEEE Trans. Signal Process. 71: 1551-1562 (2023)
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Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han, Yonina C. Eldar:
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization. IEEE Trans. Signal Process. 71: 2011-2026 (2023)
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Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar:
Unrolled Compressed Blind-Deconvolution. IEEE Trans. Signal Process. 71: 2118-2129 (2023)
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Tzvi Diskin, Yonina C. Eldar, Ami Wiesel:
Learning to Estimate Without Bias. IEEE Trans. Signal Process. 71: 2162-2171 (2023)
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Vincent C. H. Leung, Junjie Huang, Yonina C. Eldar, Pier Luigi Dragotti:
Learning-Based Reconstruction of FRI Signals. IEEE Trans. Signal Process. 71: 2564-2578 (2023)
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Nhan Thanh Nguyen, Nir Shlezinger, Yonina C. Eldar, Markku J. Juntti:
Multiuser MIMO Wideband Joint Communications and Sensing System With Subcarrier Allocation. IEEE Trans. Signal Process. 71: 2997-3013 (2023)
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Nhan Thanh Nguyen, Mengyuan Ma, Ortal Lavi, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti:
Deep Unfolding Hybrid Beamforming Designs for THz Massive MIMO Systems. IEEE Trans. Signal Process. 71: 3788-3804 (2023)
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Rui Ye, Zhenyang Ni, Chenxin Xu, Jianyu Wang, Siheng Chen, Yonina C. Eldar:
FedFM: Anchor-Based Feature Matching for Data Heterogeneity in Federated Learning. IEEE Trans. Signal Process. 71: 4224-4239 (2023)
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Guy Revach, Xiaoyong Ni, Nir Shlezinger, Ruud J. G. van Sloun, Yonina C. Eldar:
RTSNet: Learning to Smooth in Partially Known State-Space Models. IEEE Trans. Signal Process. 71: 4441-4456 (2023)
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Geon Choi, Jeonghun Park, Nir Shlezinger, Yonina C. Eldar, Namyoon Lee:
Split-KalmanNet: A Robust Model-Based Deep Learning Approach for State Estimation. IEEE Trans. Veh. Technol. 72(9): 12326-12331 (2023)
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Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger:
Online Meta-Learning for Hybrid Model-Based Deep Receivers. IEEE Trans. Wirel. Commun. 22(10): 6415-6431 (2023)
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Lei Xie, Shenghui Song, Yonina C. Eldar, Khaled B. Letaief:
Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges. IEEE Wirel. Commun. 30(1): 16-23 (2023)
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Wen Wang, Wanli Ni, Hui Tian, Yonina C. Eldar, Dusit Niyato:
UAV-Mounted Multi-Functional RIS for Combating Eavesdropping in Wireless Networks. IEEE Wirel. Commun. Lett. 12(10): 1667-1671 (2023)
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Timur Zirtiloglu, Peter Crary, Eyyup Tasci, Arslan Riaz, Yonina C. Eldar, Nir Shlezinger, Rabia Tugce Yazicigil:
Task-Specific Low-Power Beamforming MIMO Receiver Using 2-Bit Analog-to-Digital Converters. A-SSCC 2023: 1-3
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Zhen Du, Fan Liu, Yifeng Xiong, Tony Xiao Han, Weijie Yuan, Yuanhao Cui, Changhua Yao, Yonina C. Eldar:
Probabilistic Constellation Shaping for OFDM-Based ISAC Signaling. GLOBECOM (Workshops) 2023: 509-514
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Zhuoyang Liu, Haiyang Zhang, Tianyao Huang, Feng Xu, Yonina C. Eldar:
Hybrid RIS-Assisted MIMO Integrated Sensing and Communication System. GLOBECOM (Workshops) 2023: 939-944
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Yuchen Zhang, Wanli Ni, Wanbin Tang, Yonina C. Eldar, Dusit Niyato:
Robust Transceiver Design for ISAC with Imperfect CSI. GLOBECOM 2023: 1320-1325
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Zhanwei Wang, Kaibin Huang, Yonina C. Eldar:
Spectrum Breathing: A Spectrum-Efficient Method for Protecting Over-the-Air Federated Learning Against Interference. GLOBECOM 2023: 4952-4957
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Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie S. Evans:
Hardware-Limited Non-Uniform Task-Based Quantizers. ICASSP 2023: 1-5
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Yonathan Eder, Zhuoyang Liu, Yonina C. Eldar:
Sparse Non-Contact Multiple People Localization and Vital Signs Monitoring Via FMCW Radar. ICASSP 2023: 1-5
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Zhenyao He, Wei Xu, Hong Shen, Derrick Wing Kwan Ng, Yonina C. Eldar, Xiaohu You:
Integrated Sensing and Full-Duplex Communication: Joint Transceiver Beamforming and Power Allocation. ICASSP 2023: 1-5
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Wei Huang, Haiyang Zhang, Nir Shlezinger, Yonina C. Eldar:
Joint Microstrip Selection and Beamforming Design for MmWave Systems with Dynamic Metasurface Antennas. ICASSP 2023: 1-5
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Honghao Li, Tianyao Huang, Yu Zhang, Yimin Liu, Yonina C. Eldar:
Joint Radar and Communication Receiver Processing Based on Sparse Bayesian Learning. ICASSP Workshops 2023: 1-5
[c311]
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Ben Luijten, Boudewine W. Ossenkoppele, Nico de Jong, Martin D. Verweij, Yonina C. Eldar, Massimo Mischi, Ruud J. G. van Sloun:
Neural Maximum-a-Posteriori Beamforming for Ultrasound Imaging. ICASSP 2023: 1-5
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Satish Mulleti, Yonina C. Eldar:
High-Dynamic Range ADC for Finite-Rate-of-Innovation Signals. ICASSP 2023: 1-5
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Nhan Thanh Nguyen, Mengyuan Ma, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti:
Deep Unfolding-Enabled Hybrid Beamforming Design for mmWave Massive MIMO Systems. ICASSP 2023: 1-5
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Wanli Ni, Jingheng Zheng, Yonina C. Eldar, Changsheng You, Kaibin Huang:
Semi-Federated Learning for Edge Intelligence with Imperfect SIC. ICASSP 2023: 1-5
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Shaik Basheeruddin Shah, Satish Mulleti, Yonina C. Eldar:
Lasso-Based Fast Residual Recovery For Modulo Sampling. ICASSP 2023: 1-5
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Wen Wang, Wanli Ni, Hui Tian, Yonina C. Eldar:
Multi-Functional Reconfigurable Intelligent Surface. ICASSP 2023: 1-5
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Brent De Weerdt, Yonina C. Eldar, Nikos Deligiannis:
Designing Transformer Networks for Sparse Recovery of Sequential Data Using Deep Unfolding. ICASSP 2023: 1-5
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Qianyu Yang, Anna Guerra, Francesco Guidi, Nir Shlezinger, Haiyang Zhang, Davide Dardari, Baoyun Wang, Yonina C. Eldar:
Near-field Localization with Dynamic Metasurface Antennas. ICASSP 2023: 1-5
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Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui:
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. ICC 2023: 3608-3613
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Amit Aflalo, Shai Bagon, Tamar Kashti, Yonina C. Eldar:
DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering. ICCV (Workshops) 2023: 32-41
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Yanan Zhao, Yuelong Li, Haichuan Zhang, Vishal Monga, Yonina C. Eldar:
A Convergent Neural Network for Non-Blind Image Deblurring. ICIP 2023: 1505-1509
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Avner Shultzman, Eyar Azar, Miguel R. D. Rodrigues, Yonina C. Eldar:
Generalization and Estimation Error Bounds for Model-based Neural Networks. ICLR 2023
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  - conf/iswcs/LeeKESC23
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Gyoseung Lee, In-Soo Kim, Yonina C. Eldar, A. Lee Swindlehurst, Junil Choi:
Channel Estimation for RIS-Aided Communication Systems: A Task-Based Quantization Approach. ISWCS 2023: 1-6
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Swati Bhattacharya, K. V. S. Hari, Yonina C. Eldar:
Joint Channel Estimation and Symbol Detection in Overloaded MIMO Using ADMM. SSP 2023: 581-585
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  - conf/vtc/KangHCE23
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Kai Kang, Qiyu Hu, Yunlong Cai, Yonina C. Eldar:
One-shot Learning for Channel Estimation in Massive MIMO Systems. VTC2023-Spring 2023: 1-5
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  - journals/corr/abs-2301-11515
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Xin Zhang, Shenghui Song, Yonina C. Eldar:
Secrecy Analysis for MISO Broadcast Systems with Regularized Zero-Forcing Precoding. CoRR abs/2301.11515 (2023)
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  - journals/corr/abs-2302-09469
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Zhenyao He, Wei Xu, Hong Shen, Derrick Wing Kwan Ng, Yonina C. Eldar, Xiaohu You:
Integrated sensing and full-duplex communication: Joint transceiver beamforming and power allocation. CoRR abs/2302.09469 (2023)
[i288]
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  - journals/corr/abs-2302-12041
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Nhan Thanh Nguyen, Mengyuan Ma, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti:
Deep Unfolding Hybrid Beamforming Designs for THz Massive MIMO Systems. CoRR abs/2302.12041 (2023)
[i287]
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  - journals/corr/abs-2303-01723
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Nir Shlezinger, Mengyuan Ma, Ortal Lavi, Nhan Thanh Nguyen, Yonina C. Eldar, Markku J. Juntti:
AI-Empowered Hybrid MIMO Beamforming. CoRR abs/2303.01723 (2023)
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  - journals/corr/abs-2304-02677
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Emil Björnson, Yonina C. Eldar, Erik G. Larsson, Angel Lozano, H. Vincent Poor:
25 Years of Signal Processing Advances for Multiantenna Communications. CoRR abs/2304.02677 (2023)
[i285]
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Avner Shultzman, Eyar Azar, Miguel R. D. Rodrigues, Yonina C. Eldar:
Generalization and Estimation Error Bounds for Model-based Neural Networks. CoRR abs/2304.09802 (2023)
[i284]
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  - journals/corr/abs-2305-05933
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Zhanwei Wang, Kaibin Huang, Yonina C. Eldar:
Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference. CoRR abs/2305.05933 (2023)
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Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger:
Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels. CoRR abs/2305.07309 (2023)
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Haochen Li, Yuanwei Liu, Xidong Mu, Yue Chen, Zhiwen Pan, Yonina C. Eldar:
Near-Field Beamforming for STAR-RIS Networks. CoRR abs/2306.14587 (2023)
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Nhan Thanh Nguyen, Ly Van Nguyen, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti:
Joint Communications and Sensing Hybrid Beamforming Design via Deep Unfolding. CoRR abs/2307.04376 (2023)
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Lei Xie, Shenghui Song, Yonina C. Eldar:
Model-Driven Sensing-Node Selection and Power Allocation for Tracking Maneuvering Targets in Perceptive Mobile Networks. CoRR abs/2307.04977 (2023)
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Aritra Basu, Soumya P. Dash, Aryan Kaushik, Debasish Ghose, Marco Di Renzo, Yonina C. Eldar:
RIS-Aided Index Modulation with Greedy Detection over Rician Fading Channels. CoRR abs/2307.09417 (2023)
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Swati Bhattacharya, K. V. S. Hari, Yonina C. Eldar:
Unfolding for Joint Channel Estimation and Symbol Detection in MIMO Communication Systems. CoRR abs/2308.08917 (2023)
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Yuchen Zhang, Wanli Ni, Jianquan Wang, Wanbin Tang, Min Jia, Yonina C. Eldar, Dusit Niyato:
Robust Transceiver Design for Covert Integrated Sensing and Communications With Imperfect CSI. CoRR abs/2308.15131 (2023)
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Haocheng Hua, Jie Xu, Yonina C. Eldar:
Near-Field 3D Localization via MIMO Radar: Cramér-Rao Bound Analysis and Estimator Design. CoRR abs/2308.16130 (2023)
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Wei Chen, Yuanwei Liu, Hamid Jafarkhani, Yonina C. Eldar, Peiying Zhu, Khaled B. Letaief:
Signal Processing and Learning for Next Generation Multiple Access in 6G. CoRR abs/2309.00559 (2023)
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Shaik Basheeruddin Shah, Pradyumna Pradhan, Wei Pu, Ramunaidu Randhi, Miguel R. D. Rodrigues, Yonina C. Eldar:
Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding. CoRR abs/2309.06195 (2023)
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Wen Wang, Wanli Ni, Hui Tian, Yonina C. Eldar, Rui Zhang:
Multi-Functional Reconfigurable Intelligent Surface: System Modeling and Performance Optimization. CoRR abs/2310.02562 (2023)
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Evangelos Vlachos, Aryan Kaushik, Yonina C. Eldar, George C. Alexandropoulos:
Time-Domain Channel Estimation for Extremely Large MIMO THz Communications with Beam Squint. CoRR abs/2310.14745 (2023)
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Xiangyu Zhang, Haiyang Zhang, Luxi Yang, Yonina C. Eldar:
Channel Estimation with Dynamic Metasurface Antennas via Model-Based Learning. CoRR abs/2311.08158 (2023)
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Guoliang Li, Ruihua Han, Shuai Wang, Fei Gao, Yonina C. Eldar, Chengzhong Xu:
Edge Accelerated Robot Navigation with Hierarchical Motion Planning. CoRR abs/2311.08983 (2023)
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Tom Tirer, Raja Giryes, Se Young Chun, Yonina C. Eldar:
Deep Internal Learning: Deep Learning from a Single Input. CoRR abs/2312.07425 (2023)
2022
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Nir Shlezinger, Yonina C. Eldar, Stephen P. Boyd:
Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization. IEEE Access 10: 115384-115398 (2022)
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Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar:
Near-Field Wireless Power Transfer for 6G Internet of Everything Mobile Networks: Opportunities and Challenges. IEEE Commun. Mag. 60(3): 12-18 (2022)
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Wanli Ni, Yuanwei Liu, Yonina C. Eldar, Zhaohui Yang, Hui Tian:
STAR-RIS Integrated Nonorthogonal Multiple Access and Over-the-Air Federated Learning: Framework, Analysis, and Optimization. IEEE Internet Things J. 9(18): 17136-17156 (2022)
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Rami Nasser, Yonina C. Eldar, Roded Sharan:
Deep Unfolding for Non-Negative Matrix Factorization with Application to Mutational Signature Analysis. J. Comput. Biol. 29(1): 45-55 (2022)
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Qiyu Hu, Yunlong Cai, Kai Kang, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding. IEEE J. Sel. Areas Commun. 40(1): 163-181 (2022)
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Fan Liu, Christos Masouros, Jie Xu, Tony Xiao Han, Aboulnasr Hassanien, Yonina C. Eldar, Stefano Buzzi:
Guest Editorial Special Issue on Integrated Sensing and Communication - Part I. IEEE J. Sel. Areas Commun. 40(6): 1723-1727 (2022)
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Fan Liu, Yuanhao Cui, Christos Masouros, Jie Xu, Tony Xiao Han, Yonina C. Eldar, Stefano Buzzi:
Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond. IEEE J. Sel. Areas Commun. 40(6): 1728-1767 (2022)
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Fan Liu, Christos Masouros, Jie Xu, Tony Xiao Han, Aboulnasr Hassanien, Yonina C. Eldar, Stefano Buzzi:
Guest Editorial Special Issue on Integrated Sensing and Communication - Part II. IEEE J. Sel. Areas Commun. 40(7): 2007-2010 (2022)
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Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Mixed-Timescale Deep-Unfolding for Joint Channel Estimation and Hybrid Beamforming. IEEE J. Sel. Areas Commun. 40(9): 2510-2528 (2022)
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Jonathan Scarlett, Reinhard Heckel, Miguel R. D. Rodrigues, Paul Hand, Yonina C. Eldar:
Theoretical Perspectives on Deep Learning Methods in Inverse Problems. IEEE J. Sel. Areas Inf. Theory 3(3): 433-453 (2022)
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Björn W. Schuller, Yonina C. Eldar, Maja Pantic, Shrikanth Narayanan, Tuomas Virtanen, Jianhua Tao:
Editorial: Intelligent Signal Analysis for Contagious Virus Diseases. IEEE J. Sel. Top. Signal Process. 16(2): 159-163 (2022)
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Yair Ben Sahel, John P. Bryan, Brian Cleary, Samouil L. Farhi, Yonina C. Eldar:
Deep Unrolled Recovery in Sparse Biological Imaging: Achieving fast, accurate results. IEEE Signal Process. Mag. 39(2): 45-57 (2022)
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Tomer Gafni, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar, H. Vincent Poor:
Federated Learning: A signal processing perspective. IEEE Signal Process. Mag. 39(3): 14-41 (2022)
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Avner Shultzman, Yonina C. Eldar:
Nonlinear Waveform Inversion for Quantitative Ultrasound. IEEE Trans. Computational Imaging 8: 893-904 (2022)
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Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar:
MIMO Networks With One-Bit ADCs: Receiver Design and Communication Strategies. IEEE Trans. Commun. 70(3): 1580-1594 (2022)
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Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie S. Evans:
Capacity Bounds for One-Bit MIMO Gaussian Channels With Analog Combining. IEEE Trans. Commun. 70(11): 7224-7239 (2022)
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Spencer A. Markowitz, Corey Snyder, Yonina C. Eldar, Minh N. Do:
Multimodal Unrolled Robust PCA for Background Foreground Separation. IEEE Trans. Image Process. 31: 3553-3564 (2022)
[j268]
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Oz Frank, Nir Schipper, Mordehay Vaturi, Gino Soldati, Andrea Smargiassi, Riccardo Inchingolo, Elena Torri, Tiziano Perrone, Federico Mento, Libertario Demi, Meirav Galun, Yonina C. Eldar, Shai Bagon:
Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19. IEEE Trans. Medical Imaging 41(3): 571-581 (2022)
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Fan Liu, Ya-Feng Liu, Ang Li, Christos Masouros, Yonina C. Eldar:
Cramér-Rao Bound Optimization for Joint Radar-Communication Beamforming. IEEE Trans. Signal Process. 70: 240-253 (2022)
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Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith:
Learned Factor Graphs for Inference From Stationary Time Sequences. IEEE Trans. Signal Process. 70: 366-380 (2022)
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Guy Revach, Nir Shlezinger, Xiaoyong Ni, Adrià López Escoriza, Ruud J. G. van Sloun, Yonina C. Eldar:
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics. IEEE Trans. Signal Process. 70: 1532-1547 (2022)
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Hoi-To Wai, Yonina C. Eldar, Asuman E. Ozdaglar, Anna Scaglione:
Community Inference From Partially Observed Graph Signals: Algorithms and Analysis. IEEE Trans. Signal Process. 70: 2136-2151 (2022)
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Ariel Kroizer, Tirza Routtenberg, Yonina C. Eldar:
Bayesian Estimation of Graph Signals. IEEE Trans. Signal Process. 70: 2207-2223 (2022)
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Hila Naaman, Satish Mulleti, Yonina C. Eldar:
FRI-TEM: Time Encoding Sampling of Finite-Rate-of-Innovation Signals. IEEE Trans. Signal Process. 70: 2267-2279 (2022)
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Xinyi Wei, Hans Van Gorp, Lizeth Gonzalez-Carabarin, Daniel Freedman, Yonina C. Eldar, Ruud J. G. van Sloun:
Deep Unfolding With Normalizing Flow Priors for Inverse Problems. IEEE Trans. Signal Process. 70: 2962-2971 (2022)
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Masatoshi Nagahama, Koki Yamada, Yuichi Tanaka, Stanley H. Chan, Yonina C. Eldar:
Graph Signal Restoration Using Nested Deep Algorithm Unrolling. IEEE Trans. Signal Process. 70: 3296-3311 (2022)
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Pei Li, Nir Shlezinger, Haiyang Zhang, Baoyun Wang, Yonina C. Eldar:
Graph Signal Compression by Joint Quantization and Sampling. IEEE Trans. Signal Process. 70: 4512-4527 (2022)
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Nir Shlezinger, Ariel Amar, Ben Luijten, Ruud J. G. van Sloun, Yonina C. Eldar:
Deep Task-Based Analog-to-Digital Conversion. IEEE Trans. Signal Process. 70: 6021-6034 (2022)
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Xiang Zhang, Lei Yu, Gang Zheng, Yonina C. Eldar:
Spiking Sparse Recovery With Non-Convex Penalties. IEEE Trans. Signal Process. 70: 6272-6285 (2022)
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Tianyi Liu, Andreas M. Tillmann, Yang Yang, Yonina C. Eldar, Marius Pesavento:
Extended Successive Convex Approximation for Phase Retrieval With Dictionary Learning. IEEE Trans. Signal Process. 70: 6300-6315 (2022)
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Thien Van Luong, Nir Shlezinger, Chao Xu, Tiep Minh Hoang, Yonina C. Eldar, Lajos Hanzo:
Deep Learning Based Successive Interference Cancellation for the Non-Orthogonal Downlink. IEEE Trans. Veh. Technol. 71(11): 11876-11888 (2022)
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Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar:
Beam Focusing for Near-Field Multiuser MIMO Communications. IEEE Trans. Wirel. Commun. 21(9): 7476-7490 (2022)
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  - conf/allerton/GafniCE22
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Tomer Gafni, Kobi Cohen, Yonina C. Eldar:
CoBAAF: Controlled Bayesian Air Aggregation Federated Learning from Heterogeneous Data. Allerton 2022: 1-4
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Geon Park, Jaehong Yoon, Haiyang Zhang, Xing Zhang, Sung Ju Hwang, Yonina C. Eldar:
BiTAT: Neural Network Binarization with Task-Dependent Aggregated Transformation. ECCV Workshops (7) 2022: 50-66
[c294]
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Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Joint Channel Estimation and Hybrid Beamforming via Deep-Unfolding. EUSIPCO 2022: 658-662
[c293]
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Guy Revach, Nir Shlezinger, Timur Locher, Xiaoyong Ni, Ruud J. G. van Sloun, Yonina C. Eldar:
Unsupervised Learned Kalman Filtering. EUSIPCO 2022: 1571-1575
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  - conf/globecom/Song000E22
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Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han, Yonina C. Eldar:
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Lower Bound optimization. GLOBECOM (Workshops) 2022: 413-418
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Nishith Chennakeshava, Tristan S. W. Stevens, Frederik J. de Bruijn, Andrew Hancock, Martin Pekar, Yonina C. Eldar, Massimo Mischi, Ruud J. G. van Sloun:
Deep Proximal Unfolding For Image Recovery from Under-Sampled Channel Data in Intravascular Ultrasound. ICASSP 2022: 1221-1225
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Xinyi Wei, Hans Van Gorp, Lizeth Gonzalez-Carabarin, Daniel Freedman, Yonina C. Eldar, Ruud J. G. van Sloun:
Image Denoising with Deep Unfolding And Normalizing Flows. ICASSP 2022: 1551-1555
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  - conf/icassp/KleinRSMSE22
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Itzik Klein, Guy Revach, Nir Shlezinger, Jonas E. Mehr, Ruud J. G. van Sloun, Yonina C. Eldar:
Uncertainty in Data-Driven Kalman Filtering for Partially Known State-Space Models. ICASSP 2022: 3194-3198
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Satish Mulleti, Haiyang Zhang, Yonina C. Eldar:
Learning to Sample for Sparse Signals. ICASSP 2022: 3363-3367
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Eyal Fishel Ben-Knaan, Yonina C. Eldar, Nir Shlezinger:
Recovery of Noisy Pooled Tests via Learned Factor Graphs with Application to COVID-19 Testing. ICASSP 2022: 4518-4522
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Timur Zirtiloglu, Nir Shlezinger, Yonina C. Eldar, Rabia Tugce Yazicigil:
Power-Efficient Hybrid MIMO Receiver with Task-Specific Beamforming using Low-Resolution ADCs. ICASSP 2022: 5338-5342
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Peter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis:
On the Acquisition of Stationary Signals Using Uniform ADCS. ICASSP 2022: 5518-5522
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  - conf/icassp/AzarME22
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Eyar Azar, Satish Mulleti, Yonina C. Eldar:
Residual Recovery Algorithm for Modulo Sampling. ICASSP 2022: 5722-5726
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Xiaoyong Ni, Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun, Yonina C. Eldar:
RTSNet: Deep Learning Aided Kalman Smoothing. ICASSP 2022: 5902-5906
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  - conf/icassp/PuER22
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Wei Pu, Yonina C. Eldar, Miguel R. D. Rodrigues:
Optimization Guarantees for ISTA and ADMM Based Unfolded Networks. ICASSP 2022: 8687-8691
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Xiang Liu, Tianyao Huang, Yimin Liu, Yonina C. Eldar:
Transmit Beamforming with Fixed Covariance for Integrated MIMO Radar and Multiuser Communications. ICASSP 2022: 8732-8736
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Wanli Ni, Yuanwei Liu, Hui Tian, Yonina C. Eldar, Kaibin Huang:
SemiFL: Semi-Federated Learning Empowered by Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surface. ICC 2022: 5104-5109
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  - conf/ieeesam/DiskinEW22
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Tzvi Diskin, Yonina C. Eldar, Ami Wiesel:
Learning Minimum Variance Unbiased Estimators. SAM 2022: 166-170
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  - conf/ijcnn/DasJGEC22
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Sandipan Das, Alireza M. Javid, Prakash Borpatra Gohain, Yonina C. Eldar, Saikat Chatterjee:
Neural Greedy Pursuit for Feature Selection. IJCNN 2022: 1-7
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  - conf/isit/MuSE22
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Yujia Mu, Cong Shen, Yonina C. Eldar:
Optimizing Federated Averaging over Fading Channels. ISIT 2022: 1277-1281
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Hila Naaman, Satish Mulleti, Yonina C. Eldar:
Uniqueness and Robustness of Tem-Based FRI Sampling. ISIT 2022: 2631-2636
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Kathleen Yang, Diana Cristina González, Yonina C. Eldar, Muriel Médard:
A Sequence-Based Compressed Sensing Receiver for Impulsive Frequency Shift Keying. SPAWC 2022: 1-5
[c274]
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Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar:
Near-Field Wireless Power Transfer with Dynamic Metasurface Antennas. SPAWC 2022: 1-5
[c273]
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Shady Abu-Hussein, Tom Tirer, Se Young Chun, Yonina C. Eldar, Raja Giryes:
Image Restoration by Deep Projected GSURE. WACV 2022: 91-100
[i268]
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  - journals/corr/abs-2201-12634
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Nir Shlezinger, Ariel Amar, Ben Luijten, Ruud J. G. van Sloun, Yonina C. Eldar:
Deep Task-Based Analog-to-Digital Conversion. CoRR abs/2201.12634 (2022)
[i267]
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  - journals/corr/abs-2202-05143
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Peter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis:
On the Acquisition of Stationary Signals Using Uniform ADCs. CoRR abs/2202.05143 (2022)
[i266]
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  - journals/corr/abs-2203-14359
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Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger:
Online Meta-Learning For Hybrid Model-Based Deep Receivers. CoRR abs/2203.14359 (2022)
[i265]
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  - journals/corr/abs-2204-01706
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Jiahao Huang, Yingying Fang, Yang Nan, Huanjun Wu, Yinzhe Wu, Zhifan Gao, Yang Li, Zidong Wang, Pietro Liò, Daniel Rueckert, Yonina C. Eldar, Guang Yang:
Data and Physics Driven Learning Models for Fast MRI - Fundamentals and Methodologies from CNN, GAN to Attention and Transformers. CoRR abs/2204.01706 (2022)
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  - journals/corr/abs-2204-04033
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Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie S. Evans:
Capacity Bounds for One-Bit MIMO Gaussian Channels with Analog Combining. CoRR abs/2204.04033 (2022)
[i263]
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  - journals/corr/abs-2204-04466
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Ben Luijten, Nishith Chennakeshava, Yonina C. Eldar, Massimo Mischi, Ruud J. G. van Sloun:
Ultrasound Signal Processing: From Models to Deep Learning. CoRR abs/2204.04466 (2022)
[i262]
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  - journals/corr/abs-2204-11071
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Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han, Yonina C. Eldar:
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Lower Bound Optimization. CoRR abs/2204.11071 (2022)
[i261]
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  - journals/corr/abs-2205-02640
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Nir Shlezinger, Yonina C. Eldar, Stephen P. Boyd:
Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization. CoRR abs/2205.02640 (2022)
[i260]
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  - journals/corr/abs-2205-05152
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Yonathan Eder, Yonina C. Eldar:
Sparsity Based Non-Contact Vital Signs Monitoring of Multiple People Via FMCW Radar. CoRR abs/2205.05152 (2022)
[i259]
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  - journals/corr/abs-2205-15805
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Lei Xie, Shenghui Song, Yonina C. Eldar, Khaled B. Letaief:
Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges. CoRR abs/2205.15805 (2022)
[i258]
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  - journals/corr/abs-2206-00422
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Wei Xu, Zhaohui Yang, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah:
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing. CoRR abs/2206.00422 (2022)
[i257]
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  - journals/corr/abs-2206-01748
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Shuai Wang, Chengyang Li, Qi Hao, Chengzhong Xu, Derrick Wing Kwan Ng, Yonina C. Eldar, H. Vincent Poor:
Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification. CoRR abs/2206.01748 (2022)
[i256]
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  - journals/corr/abs-2206-03755
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Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Mixed-Timescale Deep-Unfolding for Joint Channel Estimation and Hybrid Beamforming. CoRR abs/2206.03755 (2022)
[i255]
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  - journals/corr/abs-2206-03913
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Haiyang Zhang, Nir Shlezinger, George C. Alexandropoulos, Idban Alamzadeh, Mohammadreza F. Imani, Yonina C. Eldar:
Channel Estimation with Hybrid Reconfigurable Intelligent Metasurfaces. CoRR abs/2206.03913 (2022)
[i254]
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  - journals/corr/abs-2206-07679
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R. S. Prasobh Sankar, Sundeep Prabhakar Chepuri, Yonina C. Eldar:
Beamforming in Integrated Sensing and Communication Systems with Reconfigurable Intelligent Surfaces. CoRR abs/2206.07679 (2022)
[i253]
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  - journals/corr/abs-2206-14373
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Jonathan Scarlett, Reinhard Heckel, Miguel R. D. Rodrigues, Paul Hand, Yonina C. Eldar:
Theoretical Perspectives on Deep Learning Methods in Inverse Problems. CoRR abs/2206.14373 (2022)
[i252]
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  - journals/corr/abs-2207-00969
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Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui:
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. CoRR abs/2207.00969 (2022)
[i251]
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  - journals/corr/abs-2207-01394
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Geon Park, Jaehong Yoon, Haiyang Zhang, Xing Zhang, Sung Ju Hwang, Yonina C. Eldar:
BiTAT: Neural Network Binarization with Task-dependent Aggregated Transformation. CoRR abs/2207.01394 (2022)
[i250]
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  - journals/corr/abs-2207-05611
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Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han, Yonina C. Eldar:
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization. CoRR abs/2207.05611 (2022)
[i249]
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  - journals/corr/abs-2207-09390
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Sandipan Das, Alireza M. Javid, Prakash Borpatra Gohain, Yonina C. Eldar, Saikat Chatterjee:
Neural Greedy Pursuit for Feature Selection. CoRR abs/2207.09390 (2022)
[i248]
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  - journals/corr/abs-2207-12607
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Rui Guo, Tianyao Huang, Maokun Li, Haiyang Zhang, Yonina C. Eldar:
Physics Embedded Machine Learning for Electromagnetic Data Imaging. CoRR abs/2207.12607 (2022)
[i247]
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  - journals/corr/abs-2207-14468
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Thien Van Luong, Nir Shlezinger, Chao Xu, Tiep Minh Hoang, Yonina C. Eldar, Lajos Hanzo:
Deep Learning Based Successive Interference Cancellation for the Non-Orthogonal Downlink. CoRR abs/2207.14468 (2022)
[i246]
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Zhengdao Yuan, Qinghua Guo, Yonina C. Eldar, Yonghui Li:
Unitary Approximate Message Passing for Matrix Factorization. CoRR abs/2208.00422 (2022)
[i245]
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  - journals/corr/abs-2209-14165
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Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar:
Learning Filter-Based Compressed Blind-Deconvolution. CoRR abs/2209.14165 (2022)
[i244]
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  - journals/corr/abs-2210-00192
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Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Qianru Zhang, Yonina C. Eldar, Qi Hao, Jia Pan:
RDA: An Accelerated Collision-free Motion Planner for Autonomous Navigation in Cluttered Environments. CoRR abs/2210.00192 (2022)
[i243]
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Dawei Gao, Qinghua Guo, Guisheng Liao, Yonina C. Eldar, Yonghui Li, Yanguang Yu, Branka Vucetic:
Signal Detection in MIMO Systems with Hardware Imperfections: Message Passing on Neural Networks. CoRR abs/2210.03911 (2022)
[i242]
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  - journals/corr/abs-2210-07615
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Rui Ye, Zhenyang Ni, Chenxin Xu, Jianyu Wang, Siheng Chen, Yonina C. Eldar:
FedFM: Anchor-based Feature Matching for Data Heterogeneity in Federated Learning. CoRR abs/2210.07615 (2022)
[i241]
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  - journals/corr/abs-2210-09636
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Geon Choi, Jeonghun Park, Nir Shlezinger, Yonina C. Eldar, Namyoon Lee:
Split-KalmanNet: A Robust Model-Based Deep Learning Approach for SLAM. CoRR abs/2210.09636 (2022)
[i240]
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  - journals/corr/abs-2210-17544
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Saar Tarnopolsky, Hila Naaman, Yonina C. Eldar, Alejandro Cohen:
Compressed IF-TEM: Time Encoding Analog-To-Digital Compression. CoRR abs/2210.17544 (2022)
[i239]
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  - journals/corr/abs-2211-00229
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Zhenyao He, Wei Xu, Hong Shen, Derrick Wing Kwan Ng, Yonina C. Eldar, Xiaohu You:
Full-Duplex Communication for ISAC: Joint Beamforming and Power Optimization. CoRR abs/2211.00229 (2022)
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Dawei Gao, Qinghua Guo, Ming Jin, Guisheng Liao, Yonina C. Eldar:
Hyper-Parameter Auto-Tuning for Sparse Bayesian Learning. CoRR abs/2211.04847 (2022)
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Ziheng Zheng, Xiang Liu, Tianyao Huang, Yimin Liu, Yonina C. Eldar:
Towards a performance bound on MIMO DFRC systems. CoRR abs/2211.06979 (2022)
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Amit Aflalo, Shai Bagon, Tamar Kashti, Yonina C. Eldar:
DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering. CoRR abs/2212.05853 (2022)
2021
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Nir Shlezinger, Yonina C. Eldar:
Deep Task-Based Quantization. Entropy 23(1): 104 (2021)
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Yue Gao, Zihang Song, Han Zhang, Sean Fuller, Andrew Lambert, Zhinong Ying, Petri Mähönen, Yonina C. Eldar, Shuguang Cui, Mark D. Plumbley, Clive Parini, Arumugam Nallanathan:
Sub-Nyquist spectrum sensing and learning challenge. Frontiers Comput. Sci. 15(4): 154504 (2021)
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Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar:
FRaC: FMCW-Based Joint Radar-Communications System Via Index Modulation. IEEE J. Sel. Top. Signal Process. 15(6): 1348-1364 (2021)
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Vishal Monga, Yuelong Li, Yonina C. Eldar:
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing. IEEE Signal Process. Mag. 38(2): 18-44 (2021)
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Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar:
Ensemble Wrapper Subsampling for Deep Modulation Classification. IEEE Trans. Cogn. Commun. Netw. 7(4): 1156-1170 (2021)
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Sean Thammakhoune, Bariscan Yonel, Eric Mason, Birsen Yazici, Yonina C. Eldar:
Phase-Space Function Recovery for Moving Target Imaging in SAR by Convex Optimization. IEEE Trans. Computational Imaging 7: 1018-1030 (2021)
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Hanqing Wang, Nir Shlezinger, Yonina C. Eldar, Shi Jin, Mohammadreza F. Imani, Insang Yoo, David R. Smith:
Dynamic Metasurface Antennas for MIMO-OFDM Receivers With Bit-Limited ADCs. IEEE Trans. Commun. 69(4): 2643-2659 (2021)
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Ruud J. G. van Sloun, Oren Solomon, Matthew Bruce, Zin Z. Khaing, Hessel Wijkstra, Yonina C. Eldar, Massimo Mischi:
Super-Resolution Ultrasound Localization Microscopy Through Deep Learning. IEEE Trans. Medical Imaging 40(3): 829-839 (2021)
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Ge Wang, Mathews Jacob, Xuanqin Mou, Yongyi Shi, Yonina C. Eldar:
Deep Tomographic Image Reconstruction: Yesterday, Today, and Tomorrow - Editorial for the 2nd Special Issue "Machine Learning for Image Reconstruction". IEEE Trans. Medical Imaging 40(11): 2956-2964 (2021)
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Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui:
UVeQFed: Universal Vector Quantization for Federated Learning. IEEE Trans. Signal Process. 69: 500-514 (2021)
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Alejandro Cohen, Nir Shlezinger, Salman Salamatian, Yonina C. Eldar, Muriel Médard:
Serial Quantization for Sparse Time Sequences. IEEE Trans. Signal Process. 69: 3299-3314 (2021)
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Rong Fu, Yimin Liu, Tianyao Huang, Yonina C. Eldar:
Structured LISTA for Multidimensional Harmonic Retrieval. IEEE Trans. Signal Process. 69: 3459-3472 (2021)
[j241]
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Siheng Chen, Yonina C. Eldar, Lingxiao Zhao:
Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising. IEEE Trans. Signal Process. 69: 3699-3713 (2021)
[j240]
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Georgios K. Papageorgiou, Mathini Sellathurai, Yonina C. Eldar:
Deep Networks for Direction-of-Arrival Estimation in Low SNR. IEEE Trans. Signal Process. 69: 3714-3729 (2021)
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Tomer Sery, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar:
Over-the-Air Federated Learning From Heterogeneous Data. IEEE Trans. Signal Process. 69: 3796-3811 (2021)
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Yuhan Li, Tianyao Huang, Xingyu Xu, Yimin Liu, Lei Wang, Yonina C. Eldar:
Phase Transitions in Frequency Agile Radar Using Compressed Sensing. IEEE Trans. Signal Process. 69: 4801-4818 (2021)
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Xiang Liu, Deborah Cohen, Tianyao Huang, Yimin Liu, Yonina C. Eldar:
Unambiguous Delay-Doppler Recovery From Random Phase Coded Pulses. IEEE Trans. Signal Process. 69: 4991-5004 (2021)
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Peter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis:
Task-Based Analog-to-Digital Converters. IEEE Trans. Signal Process. 69: 5403-5418 (2021)
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Shahin Khobahi, Nir Shlezinger, Mojtaba Soltanalian, Yonina C. Eldar:
LoRD-Net: Unfolded Deep Detection Network With Low-Resolution Receivers. IEEE Trans. Signal Process. 69: 5651-5664 (2021)
[j234]
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Man Luo, Qinghua Guo, Ming Jin, Yonina C. Eldar, Defeng Huang, Xiangming Meng:
Unitary Approximate Message Passing for Sparse Bayesian Learning. IEEE Trans. Signal Process. 69: 6023-6039 (2021)
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Feng Xi, Nir Shlezinger, Yonina C. Eldar:
BiLiMO: Bit-Limited MIMO Radar via Task-Based Quantization. IEEE Trans. Signal Process. 69: 6267-6282 (2021)
[j232]
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Dawei Gao, Qinghua Guo, Yonina C. Eldar:
Massive MIMO as an Extreme Learning Machine. IEEE Trans. Veh. Technol. 70(1): 1046-1050 (2021)
[j231]
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Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yariv Shavit, Moshe Namer, Yimin Liu, Yonina C. Eldar:
Spatial Modulation for Joint Radar-Communications Systems: Design, Analysis, and Hardware Prototype. IEEE Trans. Veh. Technol. 70(3): 2283-2298 (2021)
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Nir Shlezinger, Rong Fu, Yonina C. Eldar:
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection. IEEE Trans. Wirel. Commun. 20(2): 1349-1362 (2021)
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Nir Shlezinger, George C. Alexandropoulos, Mohammadreza F. Imani, Yonina C. Eldar, David R. Smith:
Dynamic Metasurface Antennas for 6G Extreme Massive MIMO Communications. IEEE Wirel. Commun. 28(2): 106-113 (2021)
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Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yariv Shavit, Moshe Namer, Yimin Liu, Yonina C. Eldar:
A Hardware Prototype for Joint Radar-Communication System Using Spatial Modulation. ACSCC 2021: 634-639
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Liuhang Wang, Nir Shlezinger, George C. Alexandropoulos, Haiyang Zhang, Baoyun Wang, Yonina C. Eldar:
Jointly Learned Symbol Detection and Signal Reflection in RIS-Aided Multi-user MIMO Systems. ACSCC 2021: 715-721
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Jacob Pritzker, James Ward, Yonina C. Eldar:
Transmit Precoding for Dual-Function Radar-Communication Systems. ACSCC 2021: 1065-1070
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  - conf/cvpr/RisteaAIE21
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Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu, Yonina C. Eldar:
Automotive Radar Interference Mitigation With Unfolded Robust PCA Based on Residual Overcomplete Auto-Encoder Blocks. CVPR Workshops 2021: 3209-3214
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Yair Kittenplon, Yonina C. Eldar, Dan Raviv:
FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation. CVPR 2021: 4114-4123
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Vincent C. H. Leung, Jun-Jie Huang, Yonina C. Eldar, Pier Luigi Dragotti:
Reconstruction of FRI Signals using Autoencoders with Fixed Decoders. EUSIPCO 2021: 1496-1500
[c266]
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Peter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis:
Task-Based Analog-to-Digital Converters for Bandlimited Systems. EUSIPCO 2021: 1985-1989
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  - conf/globecom/NiLE0021
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Wanli Ni, Yuanwei Liu, Yonina C. Eldar, Zhaohui Yang, Hui Tian:
Enabling Ubiquitous Non-Orthogonal Multiple Access and Pervasive Federated Learning via STAR-RIS. GLOBECOM 2021: 1-6
[c264]
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Alejandro Cohen, Nir Shlezinger, Amit Solomon, Yonina C. Eldar, Muriel Médard:
Multi-Level Group Testing with Application to One-Shot Pooled COVID-19 Tests. ICASSP 2021: 1030-1034
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Huy Vu, Gene Cheung, Yonina C. Eldar:
Unrolling of Deep Graph Total Variation for Image Denoising. ICASSP 2021: 2050-2054
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  - conf/icassp/PuZER21
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Wei Pu, Chao Zhou, Yonina C. Eldar, Miguel R. D. Rodrigues:
REST: Robust lEarned Shrinkage-Thresholding Network Taming Inverse Problems with Model Mismatch. ICASSP 2021: 2885-2889
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  - conf/icassp/TolooshamsMBE21
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Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar:
Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution. ICASSP 2021: 2890-2894
[c260]
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Divyansh Jhunjhunwala, Advait Gadhikar, Gauri Joshi, Yonina C. Eldar:
Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning. ICASSP 2021: 3110-3114
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  - conf/icassp/RevachSSE21
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Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun, Yonina C. Eldar:
Kalmannet: Data-Driven Kalman Filtering. ICASSP 2021: 3905-3909
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  - conf/icassp/GoyalMGE21
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Pranav Goyal, Satish Mulleti, Anubha Gupta, Yonina C. Eldar:
DURAS: Deep Unfolded Radar Sensing Using Doppler Focusing. ICASSP 2021: 4070-4074
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Feng Xi, Nir Shlezinger, Yonina C. Eldar:
Hybrid Analog-Digital MIMO Radar Receivers With Bit-Limited ADCs. ICASSP 2021: 4405-4409
[c256]
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  - conf/icassp/ZhangSGDIE21
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Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar:
Beam Focusing for Multi-User MIMO Communications with Dynamic Metasurface Antennas. ICASSP 2021: 4780-4784
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  - conf/icassp/NagahamaY0CE21
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Masatoshi Nagahama, Koki Yamada, Yuichi Tanaka, Stanley H. Chan, Yonina C. Eldar:
Graph Signal Denoising Using Nested-Structured Deep Algorithm Unrolling. ICASSP 2021: 5280-5284
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  - conf/icassp/ChenE21
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Siheng Chen, Yonina C. Eldar:
Graph Signal Denoising Via Unrolling Networks. ICASSP 2021: 5290-5294
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  - conf/icassp/MulletiLE21
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Satish Mulleti, Kiryung Lee, Yonina C. Eldar:
Sub-NYQUIST Multichannel Blind Deconvolution. ICASSP 2021: 5454-5458
[c252]
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Pei Li, Nir Shlezinger, Haiyang Zhang, Baoyun Wang, Yonina C. Eldar:
Graph Signal Compression via Task-Based Quantization. ICASSP 2021: 5514-5518
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Tianyi Liu, Andreas M. Tillmann, Yang Yang, Yonina C. Eldar, Marius Pesavento:
A Parallel Algorithm for Phase Retrieval with Dictionary Learning. ICASSP 2021: 5619-5623
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Siheng Chen, Yonina C. Eldar:
Time-Varying Graph Signal Inpainting Via Unrolling Networks. ICASSP 2021: 8092-8097
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  - conf/icassp/YaronKGSBFSSGSB21
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Daniel Yaron, Daphna Keidar, Elisha Goldstein, Yair Shachar, Ayelet Blass, Oz Frank, Nir Schipper, Nogah Shabshin, Ahuva Grubstein, Dror Suhami, Naama R. Bogot, Chedva S. Weiss, Eyal Sela, Amiel A. Dror, Mordehay Vaturi, Federico Mento, Elena Torri, Riccardo Inchingolo, Andrea Smargiassi, Gino Soldati, Tiziano Perrone, Libertario Demi, Meirav Galun, Shai Bagon, Yishai M. Elyada, Yonina C. Eldar:
Point of Care Image Analysis for COVID-19. ICASSP 2021: 8153-8157
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Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar:
Bit Constrained Communication Receivers In Joint Radar Communications Systems. ICASSP 2021: 8243-8247
[c247]
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Nir Shlezinger, Erez Farhan, Hai Morgenstern, Yonina C. Eldar:
Collaborative Inference via Ensembles on the Edge. ICASSP 2021: 8478-8482
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Mingzhe Chen, Nir Shlezinger, H. Vincent Poor, Yonina C. Eldar, Shuguang Cui:
Joint Resource Management and Model Compression for Wireless Federated Learning. ICC 2021: 1-6
[c245]
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Tomer Raviv, Sangwoo Park, Nir Shlezinger, Osvaldo Simeone, Yonina C. Eldar, Joonhyuk Kang:
Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels. ICC Workshops 2021: 1-6
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Yair Ben Sahel, Gilli Dardikman-Yoffe, Yonina C. Eldar, Shirsendu Gosh, Gilad Haran:
Super-Resolved Imaging of Early-Stage Dynamics in the Immune Response. ICIP 2021: 3468-3472
[c243]
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Theo Diamandis, Yonina C. Eldar, Alireza Fallah, Farzan Farnia, Asuman E. Ozdaglar:
A Wasserstein Minimax Framework for Mixed Linear Regression. ICML 2021: 2697-2706
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  - conf/isbi/BryanCFE21
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John P. Bryan, Brian Cleary, Samouil L. Farhi, Yonina C. Eldar:
Sparse Recovery Of Imaging Transcriptomics Data. ISBI 2021: 802-806
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Kaustav Brahma, Viksit Kumar, Anthony E. Samir, Anantha P. Chandrakasan, Yonina C. Eldar:
Efficient Binary Cnn For Medical Image Segmentation. ISBI 2021: 817-821
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  - conf/iscas/YangS0E021
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Zixiang Yang, Qing Shen, Wei Liu, Yonina C. Eldar, Wei Cui:
Extended Cantor Arrays with Hole-Free Fourth-Order Difference Co-Arrays. ISCAS 2021: 1-5
[c239]
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  - conf/isit/KhobahiSSE21
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Shahin Khobahi, Nir Shlezinger, Mojtaba Soltanalian, Yonina C. Eldar:
Model-Inspired Deep Detection with Low-Resolution Receivers. ISIT 2021: 3349-3354
[c238]
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  - conf/miccai/Bar-ShiraGRSAPR21
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Or Bar-Shira, Ahuva Grubstein, Yael Rapson, Dror Suhami, Eli Atar, Keren Peri-Hanania, Ronnie Rosen, Yonina C. Eldar:
Learned Super Resolution Ultrasound for Improved Breast Lesion Characterization. MICCAI (7) 2021: 109-118
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  - conf/spawc/LeePHEL21
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Seunghoon Lee, Chanho Park, Song-Nam Hong, Yonina C. Eldar, Namyoon Lee:
Soft-Sign Stochastic Gradient Descent Algorithm for Wireless Federated Learning. SPAWC 2021: 241-245
[c236]
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Haiyang Zhang, Nir Shlezinger, Idban Alamzadeh, George C. Alexandropoulos, Mohammadreza F. Imani, Yonina C. Eldar:
Channel Estimation with Simultaneous Reflecting and Sensing Reconfigurable Intelligent Metasurfaces. SPAWC 2021: 536-540
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Nariman Farsad, Nir Shlezinger, Andrea J. Goldsmith, Yonina C. Eldar:
Data-Driven Symbol Detection Via Model-Based Machine Learning. SSP 2021: 571-575
[c234]
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Mahdi Boloursaz Mashhadi, Nir Shlezinger, Yonina C. Eldar, Deniz Gündüz:
Fedrec: Federated Learning of Universal Receivers Over Fading Channels. SSP 2021: 576-580
[i235]
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  - journals/corr/abs-2101-04726
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Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith:
Model-Based Machine Learning for Communications. CoRR abs/2101.04726 (2021)
[i234]
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  - journals/corr/abs-2101-11123
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Luca D'Alessio, Litian Liu, Ken Duffy, Yonina C. Eldar, Muriel Médard, Mehrtash Babadi:
A Coding Theory Perspective on MultiplexedMolecular Profiling of Biological Tissues. CoRR abs/2101.11123 (2021)
[i233]
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  - journals/corr/abs-2102-02485
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Shady Abu-Hussein, Tom Tirer, Se Young Chun, Yonina C. Eldar, Raja Giryes:
Image Restoration by Deep Projected GSURE. CoRR abs/2102.02485 (2021)
[i232]
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Shahin Khobahi, Nir Shlezinger, Mojtaba Soltanalian, Yonina C. Eldar:
LoRD-Net: Unfolded Deep Detection Network with Low-Resolution Receivers. CoRR abs/2102.02993 (2021)
[i231]
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  - journals/corr/abs-2102-04487
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Divyansh Jhunjhunwala, Advait Gadhikar, Gauri Joshi, Yonina C. Eldar:
Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning. CoRR abs/2102.04487 (2021)
[i230]
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  - journals/corr/abs-2103-01263
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Alon Mamistvalov, Yonina C. Eldar:
Deep Unfolded Recovery of Sub-Nyquist Sampled Ultrasound Image. CoRR abs/2103.01263 (2021)
[i229]
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Tomer Raviv, Sangwoo Park, Nir Shlezinger, Osvaldo Simeone, Yonina C. Eldar, Joonhyuk Kang:
Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels. CoRR abs/2103.13483 (2021)
[i228]
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Tomer Gafni, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar, H. Vincent Poor:
Federated Learning: A Signal Processing Perspective. CoRR abs/2103.17150 (2021)
[i227]
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  - journals/corr/abs-2104-04690
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George C. Alexandropoulos, Nir Shlezinger, Idban Alamzadeh, Mohammadreza F. Imani, Haiyang Zhang, Yonina C. Eldar:
Hybrid Reconfigurable Intelligent Metasurfaces: Enabling Simultaneous Tunable Reflections and Sensing for 6G Wireless Communications. CoRR abs/2104.04690 (2021)
[i226]
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  - journals/corr/abs-2106-05564
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Hila Naaman, Satish Mulleti, Yonina C. Eldar:
FRI-TEM: Time Encoding Sampling of Finite-Rate-of-Innovation Signals. CoRR abs/2106.05564 (2021)
[i225]
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  - journals/corr/abs-2106-07537
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Theo Diamandis, Yonina C. Eldar, Alireza Fallah, Farzan Farnia, Asuman E. Ozdaglar:
A Wasserstein Minimax Framework for Mixed Linear Regression. CoRR abs/2106.07537 (2021)
[i224]
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  - journals/corr/abs-2106-08592
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Wanli Ni, Yuanwei Liu, Yonina C. Eldar, Zhaohui Yang, Hui Tian:
STAR-RIS Enabled Heterogeneous Networks: Ubiquitous NOMA Communication and Pervasive Federated Learning. CoRR abs/2106.08592 (2021)
[i223]
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  - journals/corr/abs-2106-15910
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Masatoshi Nagahama, Koki Yamada, Yuichi Tanaka, Stanley H. Chan, Yonina C. Eldar:
Graph Signal Restoration Using Nested Deep Algorithm Unrolling. CoRR abs/2106.15910 (2021)
[i222]
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  - journals/corr/abs-2107-05270
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Or Bar-Shira, Ahuva Grubstein, Yael Rapson, Dror Suhami, Eli Atar, Keren Peri-Hanania, Ronnie Rosen, Yonina C. Eldar:
Learned super resolution ultrasound for improved breast lesion characterization. CoRR abs/2107.05270 (2021)
[i221]
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  - journals/corr/abs-2107-10043
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Guy Revach, Nir Shlezinger, Xiaoyong Ni, Adrià López Escoriza, Ruud J. G. van Sloun, Yonina C. Eldar:
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics. CoRR abs/2107.10043 (2021)
[i220]
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Yuelong Li, Or Bar-Shira, Vishal Monga, Yonina C. Eldar:
Deep Algorithm Unrolling for Biomedical Imaging. CoRR abs/2108.06637 (2021)
[i219]
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  - journals/corr/abs-2108-09138
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Rami Nasser, Yonina C. Eldar, Roded Sharan:
deep unfolding for non-negative matrix factorization with application to mutational signature analysis. CoRR abs/2108.09138 (2021)
[i218]
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  - journals/corr/abs-2109-11431
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Ruud J. G. van Sloun, Jong Chul Ye, Yonina C. Eldar:
Deep Learning for Ultrasound Beamforming. CoRR abs/2109.11431 (2021)
[i217]
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  - journals/corr/abs-2109-14025
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Yair Ben Sahel, John P. Bryan, Brian Cleary, Samouil L. Farhi, Yonina C. Eldar:
Deep Unrolled Recovery in Sparse Biological Imaging. CoRR abs/2109.14025 (2021)
[i216]
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  - journals/corr/abs-2110-01928
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Hila Naaman, Satish Mulleti, Yonina C. Eldar, Alejandro Cohen:
Time-Based Quantization for FRI and Bandlimited signals. CoRR abs/2110.01928 (2021)
[i215]
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  - journals/corr/abs-2110-04738
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Itzik Klein, Guy Revach, Nir Shlezinger, Jonas E. Mehr, Ruud J. G. van Sloun, Yonina C. Eldar:
Uncertainty in Data-Driven Kalman Filtering for Partially Known State-Space Models. CoRR abs/2110.04738 (2021)
[i214]
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  - journals/corr/abs-2110-09005
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Guy Revach, Nir Shlezinger, Timur Locher, Xiaoyong Ni, Ruud J. G. van Sloun, Yonina C. Eldar:
Unsupervised Learned Kalman Filtering. CoRR abs/2110.09005 (2021)
[i213]
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  - journals/corr/abs-2110-10391
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Wei Pu, Chao Zhou, Yonina C. Eldar, Miguel R. D. Rodrigues:
Robust lEarned Shrinkage-Thresholding (REST): Robust unrolling for sparse recover. CoRR abs/2110.10391 (2021)
[i212]
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Qiyu Hu, Yunlong Cai, Kai Kang, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding. CoRR abs/2110.12059 (2021)
[i211]
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Tzvi Diskin, Yonina C. Eldar, Ami Wiesel:
Learning to Estimate Without Bias. CoRR abs/2110.12403 (2021)
[i210]
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  - journals/corr/abs-2112-02128
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Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar:
MIMO Networks with One-Bit ADCs: Receiver Design and Communication Strategies. CoRR abs/2112.02128 (2021)
2020
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Nir Shlezinger, Yonina C. Eldar:
Task-based quantization with application to MIMO receivers. Commun. Inf. Syst. 20(2): 131-162 (2020)
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Nariman Farsad, Nir Shlezinger, Andrea J. Goldsmith, Yonina C. Eldar:
Data-driven symbol detection via model-based machine learning. Commun. Inf. Syst. 20(3): 283-317 (2020)
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Zhihui Zhu, Daniel Soudry, Yonina C. Eldar, Michael B. Wakin:
The Global Optimization Geometry of Shallow Linear Neural Networks. J. Math. Imaging Vis. 62(3): 279-292 (2020)
[j225]
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  - journals/pieee/SlounCE20
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Ruud J. G. van Sloun, Regev Cohen, Yonina C. Eldar:
Deep Learning in Ultrasound Imaging. Proc. IEEE 108(1): 11-29 (2020)
[j224]
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  - journals/sj/GongSINYE20
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Tierui Gong, Nir Shlezinger, Shahar Stein Ioushua, Moshe Namer, Zhijia Yang, Yonina C. Eldar:
RF Chain Reduction for MIMO Systems: A Hardware Prototype. IEEE Syst. J. 14(4): 5296-5307 (2020)
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  - journals/spm/MaSHLE20
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Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar:
Joint Radar-Communication Strategies for Autonomous Vehicles: Combining Two Key Automotive Technologies. IEEE Signal Process. Mag. 37(4): 85-97 (2020)
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Yuichi Tanaka, Yonina C. Eldar, Antonio Ortega, Gene Cheung:
Sampling Signals on Graphs: From Theory to Applications. IEEE Signal Process. Mag. 37(6): 14-30 (2020)
[j221]
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  - journals/taes/MishraESNM20
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Kumar Vijay Mishra, Yonina C. Eldar, Eli Shoshan, Moshe Namer, Maxim Meltsin:
A Cognitive Sub-Nyquist MIMO Radar Prototype. IEEE Trans. Aerosp. Electron. Syst. 56(2): 937-955 (2020)
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David Cohen, Deborah Cohen, Yonina C. Eldar:
High Resolution FDMA MIMO Radar. IEEE Trans. Aerosp. Electron. Syst. 56(4): 2806-2822 (2020)
[j219]
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Yuelong Li, Mohammad Tofighi, Junyi Geng, Vishal Monga, Yonina C. Eldar:
Efficient and Interpretable Deep Blind Image Deblurring Via Algorithm Unrolling. IEEE Trans. Computational Imaging 6: 666-681 (2020)
[j218]
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  - journals/tcom/ShlezingerADE20
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Nir Shlezinger, Emeka Abakasanga, Ron Dabora, Yonina C. Eldar:
The Capacity of Memoryless Channels With Sampled Cyclostationary Gaussian Noise. IEEE Trans. Commun. 68(1): 106-121 (2020)
[j217]
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Shahar Stein Ioushua, Yonina C. Eldar:
Pilot Sequence Design for Mitigating Pilot Contamination With Reduced RF Chains. IEEE Trans. Commun. 68(6): 3536-3549 (2020)
[j216]
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Kaiming Shen, Hei Victor Cheng, Xihan Chen, Yonina C. Eldar, Wei Yu:
Enhanced Channel Estimation in Massive MIMO via Coordinated Pilot Design. IEEE Trans. Commun. 68(11): 6872-6885 (2020)
[j215]
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Qing Qu, Yuqian Zhang, Yonina C. Eldar, John Wright:
Convolutional Phase Retrieval via Gradient Descent. IEEE Trans. Inf. Theory 66(3): 1785-1821 (2020)
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Tamir Bendory, Dan Edidin, Yonina C. Eldar:
Blind Phaseless Short-Time Fourier Transform Recovery. IEEE Trans. Inf. Theory 66(5): 3232-3241 (2020)
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Pingfan Song, Lior Weizman, João F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues:
Coupled Dictionary Learning for Multi-Contrast MRI Reconstruction. IEEE Trans. Medical Imaging 39(3): 621-633 (2020)
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Oren Solomon, Regev Cohen, Yi Zhang, Yi Yang, Qiong He, Jianwen Luo, Ruud J. G. van Sloun, Yonina C. Eldar:
Deep Unfolded Robust PCA With Application to Clutter Suppression in Ultrasound. IEEE Trans. Medical Imaging 39(4): 1051-1063 (2020)
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Ben Luijten, Regev Cohen, Frederik J. de Bruijn, Harold A. W. Schmeitz, Massimo Mischi, Yonina C. Eldar, Ruud J. G. van Sloun:
Adaptive Ultrasound Beamforming Using Deep Learning. IEEE Trans. Medical Imaging 39(12): 3967-3978 (2020)
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Mingjin Wang, Feifei Gao, Nir Shlezinger, Mark F. Flanagan, Yonina C. Eldar:
A Block Sparsity Based Estimator for mmWave Massive MIMO Channels With Beam Squint. IEEE Trans. Signal Process. 68: 49-64 (2020)
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Yuichi Tanaka, Yonina C. Eldar:
Generalized Sampling on Graphs With Subspace and Smoothness Priors. IEEE Trans. Signal Process. 68: 2272-2286 (2020)
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Luiz F. O. Chamon, Yonina C. Eldar, Alejandro Ribeiro:
Functional Nonlinear Sparse Models. IEEE Trans. Signal Process. 68: 2449-2463 (2020)
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Tianyao Huang, Nir Shlezinger, Xingyu Xu, Yimin Liu, Yonina C. Eldar:
MAJoRCom: A Dual-Function Radar Communication System Using Index Modulation. IEEE Trans. Signal Process. 68: 3423-3438 (2020)
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Xiang Liu, Tianyao Huang, Nir Shlezinger, Yimin Liu, Jie Zhou, Yonina C. Eldar:
Joint Transmit Beamforming for Multiuser MIMO Communications and MIMO Radar. IEEE Trans. Signal Process. 68: 3929-3944 (2020)
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Satish Mulleti, Kiryung Lee, Yonina C. Eldar:
Identifiability Conditions for Compressive Multichannel Blind Deconvolution. IEEE Trans. Signal Process. 68: 4627-4642 (2020)
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Regev Cohen, Yonina C. Eldar:
Sparse Array Design via Fractal Geometries. IEEE Trans. Signal Process. 68: 4797-4812 (2020)
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Tianyao Huang, Nir Shlezinger, Xingyu Xu, Dingyou Ma, Yimin Liu, Yonina C. Eldar:
Multi-Carrier Agile Phased Array Radar. IEEE Trans. Signal Process. 68: 5706-5721 (2020)
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Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith:
ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection. IEEE Trans. Wirel. Commun. 19(5): 3319-3331 (2020)
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Huynh Van Luong, Boris Joukovsky, Yonina C. Eldar, Nikos Deligiannis:
A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation. EUSIPCO 2020: 1432-1436
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Liu Yang, Yonina C. Eldar, Haifeng Wang, Kai Kang, Hua Qian:
An ADMM-Net for Data Recovery in Wireless Sensor Networks. EUSIPCO 2020: 1712-1716
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Neha Jain, Nir Shlezinger, Yonina C. Eldar, Anubha Gupta, Vivek Ashok Bohara:
Energy Harvesting via Analog-to-Digital Conversion. EUSIPCO 2020: 2299-2303
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  - conf/globecom/SerySCE20
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Tomer Sery, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar:
COTAF: Convergent Over-the-Air Federated Learning. GLOBECOM 2020: 1-6
[c229]
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Shakarim Soltanayev, Raja Giryes, Se Young Chun, Yonina C. Eldar:
On Divergence Approximations for Unsupervised Training of Deep Denoisers Based on Stein's Unbiased Risk Estimator. ICASSP 2020: 3592-3596
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Tianyao Huang, Nir Shlezinger, Xingyu Xu, Dingyou Ma, Yimin Liu, Yonina C. Eldar:
Theoretical Analysis of Multi-Carrier Agile Phased Array Radar. ICASSP 2020: 4702-4706
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Satoshi Takabe, Tadashi Wadayama, Yonina C. Eldar:
Complex Trainable Ista for Linear and Nonlinear Inverse Problems. ICASSP 2020: 5020-5024
[c226]
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Tianyao Huang, Nir Shlezinger, Xingyu Xu, Yimin Liu, Yonina C. Eldar:
Complexity Reduction Methods for Index Modulation Based Dual-Function Radar Communication Systems. ICASSP 2020: 5080-8084
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  - conf/icassp/KhaliliS0EE20
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Abbas Khalili, Shahram Shahsavari, Farhad Shirani, Elza Erkip, Yonina C. Eldar:
On Throughput of Millimeter Wave MIMO Systems with Low Resolution ADCs. ICASSP 2020: 5255-5259
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Alejandro Cohen, Nir Shlezinger, Salman Salamatian, Yonina C. Eldar, Muriel Médard:
Distributed Quantization for Sparse Time Sequences. ICASSP 2020: 5580-5584
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Junya Hara, Yuichi Tanaka, Yonina C. Eldar:
Generalized Graph Spectral Sampling with Stochastic Priors. ICASSP 2020: 5680-5684
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Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui:
Federated Learning with Quantization Constraints. ICASSP 2020: 8851-8855
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Nir Shlezinger, Rong Fu, Yonina C. Eldar:
Deep Soft Interference Cancellation for MIMO Detection. ICASSP 2020: 8881-8885
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Nir Shlezinger, Ruud J. G. van Sloun, Iris A. M. Huijben, Georgee Tsintsadze, Yonina C. Eldar:
Learning Task-Based Analog-to-Digital Conversion for MIMO Receivers. ICASSP 2020: 9125-9129
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Hanqing Wang, Nir Shlezinger, Shi Jin, Yonina C. Eldar, Insang Yoo, Mohammadreza F. Imani, David R. Smith:
Dynamic Metasurface Antennas for Bit-Constrained MIMO-OFDM Receivers. ICASSP 2020: 9155-9159
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Alon Mamistvalov, Yonina C. Eldar:
Sparse Convolutional Beamforming for Wireless Ultrasound. ICASSP 2020: 9254-9258
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Dingyou Ma, Tianyao Huang, Nir Shlezinger, Yimin Liu, Xiqin Wang, Yonina C. Eldar:
A DFRC System Based on Multi-Carrier Agile FMCW MIMO Radar for Vehicular Applications. ICC Workshops 2020: 1-7
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Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar:
Automotive Dual-Function Radar Communications Systems: An Overview. SAM 2020: 1-5
[c215]
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  - conf/isit/PanLTE20
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Jiachun Pan, Yonglong Li, Vincent Y. F. Tan, Yonina C. Eldar:
On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing. ISIT 2020: 1313-1318
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Nir Shlezinger, Stefano Rini, Yonina C. Eldar:
The Communication-Aware Clustered Federated Learning Problem. ISIT 2020: 2610-2615
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Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith:
Data-Driven Factor Graphs for Deep Symbol Detection. ISIT 2020: 2682-2687
[c212]
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Luca D'Alessio, Litian Liu, Ken Duffy, Yonina C. Eldar, Muriel Médard, Mehrtash Babadi:
A Coding Theory Perspective on Multiplexed Molecular Profiling of Biological Tissues. ISITA 2020: 309-313
[c211]
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  - conf/soda/EldarLMM20
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Yonina C. Eldar, Jerry Li, Cameron Musco, Christopher Musco:
Sample Efficient Toeplitz Covariance Estimation. SODA 2020: 378-397
[i209]
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  - journals/corr/abs-2001-00613
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Satish Mulleti, Kiryung Lee, Yonina C. Eldar:
Identifiability Conditions for Compressive Multichannel Blind Deconvolution. CoRR abs/2001.00613 (2020)
[i208]
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Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith:
Data-Driven Factor Graphs for Deep Symbol Detection. CoRR abs/2002.00758 (2020)
[i207]
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  - journals/corr/abs-2002-03214
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Nir Shlezinger, Rong Fu, Yonina C. Eldar:
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection. CoRR abs/2002.03214 (2020)
[i206]
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Abbas Khalili, Shahram Shahsavari, Farhad Shirani Chaharsooghi, Elza Erkip, Yonina C. Eldar:
On Throughput of Millimeter Wave MIMO Systems with Low Resolution ADCs. CoRR abs/2002.04221 (2020)
[i205]
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  - journals/corr/abs-2002-04290
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Nir Shlezinger, Yonina C. Eldar:
Task-Based Quantization with Application to MIMO Receivers. CoRR abs/2002.04290 (2020)
[i204]
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  - journals/corr/abs-2002-07806
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Nariman Farsad, Nir Shlezinger, Andrea J. Goldsmith, Yonina C. Eldar:
Data-Driven Symbol Detection via Model-Based Machine Learning. CoRR abs/2002.07806 (2020)
[i203]
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  - journals/corr/abs-2003-03957
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Yuichi Tanaka, Yonina C. Eldar, Antonio Ortega, Gene Cheung:
Sampling on Graphs: From Theory to Applications. CoRR abs/2003.03957 (2020)
[i202]
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Kumar Vijay Mishra, Satish Mulleti, Yonina C. Eldar:
RaSSteR: Random Sparse Step-Frequency Radar. CoRR abs/2004.05720 (2020)
[i201]
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Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar:
Ensemble Wrapper Subsampling for Deep Modulation Classification. CoRR abs/2005.04586 (2020)
[i200]
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Siheng Chen, Yonina C. Eldar, Lingxiao Zhao:
Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising. CoRR abs/2006.01301 (2020)
[i199]
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Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith:
Inference from Stationary Time Sequences via Learned Factor Graphs. CoRR abs/2006.03258 (2020)
[i198]
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  - journals/corr/abs-2006-03262
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Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui:
UVeQFed: Universal Vector Quantization for Federated Learning. CoRR abs/2006.03262 (2020)
[i197]
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Nir Shlezinger, George C. Alexandropoulos, Mohammadreza F. Imani, Yonina C. Eldar, David R. Smith:
Dynamic Metasurface Antennas for 6G Extreme Massive MIMO Communications. CoRR abs/2006.07838 (2020)
[i196]
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  - journals/corr/abs-2007-08275
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Neha Jain, Nir Shlezinger, Bhawna Tiwari, Yonina C. Eldar, Anubha Gupta, Vivek Ashok Bohara, Pydi Ganga Bahubalindruni:
eSampling: Energy Harvesting ADCs. CoRR abs/2007.08275 (2020)
[i195]
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  - journals/corr/abs-2008-07693
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Jiachun Pan, Yonglong Li, Vincent Y. F. Tan, Yonina C. Eldar:
On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing. CoRR abs/2008.07693 (2020)
[i194]
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  - journals/corr/abs-2009-12787
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Tomer Sery, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar:
Over-the-Air Federated Learning from Heterogeneous Data. CoRR abs/2009.12787 (2020)
[i193]
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  - journals/corr/abs-2009-14088
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Peter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis:
Task-Based Analog-to-Digital Converters. CoRR abs/2009.14088 (2020)
[i192]
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  - journals/corr/abs-2010-00929
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Huynh Van Luong, Boris Joukovsky, Yonina C. Eldar, Nikos Deligiannis:
A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation. CoRR abs/2010.00929 (2020)
[i191]
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  - journals/corr/abs-2010-01362
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Elisha Goldstein, Daphna Keidar, Daniel Yaron, Yair Shachar, Ayelet Blass, Leonid Charbinsky, Israel Aharony, Liza Lifshitz, Dimitri Lumelsky, Ziv Neeman, Matti Mizrachi, Majd Hajouj, Nethanel Eizenbach, Eyal Sela, Chedva S. Weiss, Philip Levin, Ofer Benjaminov, Gil N. Bachar, Shlomit Tamir, Yael Rapson, Dror Suhami, Amiel A. Dror, Naama R. Bogot, Ahuva Grubstein, Nogah Shabshin, Yishai M. Elyada, Yonina C. Eldar:
COVID-19 Classification of X-ray Images Using Deep Neural Networks. CoRR abs/2010.01362 (2020)
[i190]
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  - journals/corr/abs-2010-10357
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Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu, Yonina C. Eldar:
Automotive Radar Interference Mitigation with Unfolded Robust PCA based on Residual Overcomplete Auto-Encoder Blocks. CoRR abs/2010.10357 (2020)
[i189]
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  - journals/corr/abs-2010-11290
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Huy Vu, Gene Cheung, Yonina C. Eldar:
Unrolling of Deep Graph Total Variation for Image Denoising. CoRR abs/2010.11290 (2020)
[i188]
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  - journals/corr/abs-2010-11391
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Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar:
Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution. CoRR abs/2010.11391 (2020)
[i187]
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  - journals/corr/abs-2011-07271
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Mahdi Boloursaz Mashhadi, Nir Shlezinger, Yonina C. Eldar, Deniz Gündüz:
FedRec: Federated Learning of Universal Receivers over Fading Channels. CoRR abs/2011.07271 (2020)
[i186]
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  - journals/corr/abs-2011-08848
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Georgios K. Papageorgiou, Mathini Sellathurai, Yonina C. Eldar:
Deep Networks for Direction-of-Arrival Estimation in Low SNR. CoRR abs/2011.08848 (2020)
[i185]
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  - journals/corr/abs-2011-09015
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Sandipan Das, Prakash B. Gohain, Alireza M. Javid, Yonina C. Eldar, Saikat Chatterjee:
Statistical model-based evaluation of neural networks. CoRR abs/2011.09015 (2020)
[i184]
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  - journals/corr/abs-2011-10147
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Yair Kittenplon, Yonina C. Eldar, Dan Raviv:
FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation. CoRR abs/2011.10147 (2020)
[i183]
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  - journals/corr/abs-2012-08405
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Nir Shlezinger, Jay Whang, Yonina C. Eldar, Alexandros G. Dimakis:
Model-Based Deep Learning. CoRR abs/2012.08405 (2020)
[i182]
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  - journals/corr/abs-2012-15486
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Seunghoon Lee, Chanho Park, Song-Nam Hong, Yonina C. Eldar, Namyoon Lee:
Bayesian Federated Learning over Wireless Networks. CoRR abs/2012.15486 (2020)

2010 – 2019

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2019
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  - journals/siamis/SolomonEMS19
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Oren Solomon, Yonina C. Eldar, Maor Mutzafi, Mordechai Segev:
SPARCOM: Sparsity Based Super-resolution Correlation Microscopy. SIAM J. Imaging Sci. 12(1): 392-419 (2019)
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  - journals/spl/NaMLEW19
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Siqi Na, Kumar Vijay Mishra, Yimin Liu, Yonina C. Eldar, Xiqin Wang:
TenDSuR: Tensor-Based 4D Sub-Nyquist Radar. IEEE Signal Process. Lett. 26(2): 237-241 (2019)
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  - journals/spm/BaranFMNSEHW19
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Thomas A. Baran, Gene Frantz, Fernando A. Mujica, Mariappan S. Nadar, Brian M. Sadler, Yonina C. Eldar, Martin Haardt, Peter Willett:
An Industry and Government Perspective on Challenges and Open Problems in Signal Processing [SP Forum]. IEEE Signal Process. Mag. 36(2): 125-131 (2019)
[j198]
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  - journals/spm/ZhengLEW19
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Le Zheng, Marco Lops, Yonina C. Eldar, Xiaodong Wang:
Radar and Communication Coexistence: An Overview: A Review of Recent Methods. IEEE Signal Process. Mag. 36(5): 85-99 (2019)
[j197]
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  - journals/tcom/ShlezingerE19
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Nir Shlezinger, Yonina C. Eldar:
On the Spectral Efficiency of Noncooperative Uplink Massive MIMO Systems. IEEE Trans. Commun. 67(3): 1956-1971 (2019)
[j196]
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  - journals/tcom/ShlezingerDEYIS19
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Nir Shlezinger, Or Dicker, Yonina C. Eldar, Insang Yoo, Mohammadreza F. Imani, David R. Smith:
Dynamic Metasurface Antennas for Uplink Massive MIMO Systems. IEEE Trans. Commun. 67(10): 6829-6843 (2019)
[j195]
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  - journals/tgrs/GiovanneschiMGE19
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Fabio Giovanneschi, Kumar Vijay Mishra, María Antonia González-Huici, Yonina C. Eldar, Joachim H. G. Ender:
Dictionary Learning for Adaptive GPR Landmine Classification. IEEE Trans. Geosci. Remote. Sens. 57(12): 10036-10055 (2019)
[j194]
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  - journals/tit/KipnisGE19
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Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar:
The Distortion-Rate Function of Sampled Wiener Processes. IEEE Trans. Inf. Theory 65(1): 482-499 (2019)
[j193]
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  - journals/tit/YangTEX19
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Zai Yang, Jinhui Tang, Yonina C. Eldar, Lihua Xie:
On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization. IEEE Trans. Inf. Theory 65(4): 2302-2315 (2019)
[j192]
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  - journals/tsp/BhandariE19
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Ayush Bhandari, Yonina C. Eldar:
Sampling and Super Resolution of Sparse Signals Beyond the Fourier Domain. IEEE Trans. Signal Process. 67(6): 1508-1521 (2019)
[j191]
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  - journals/tsp/LuDE19
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Yang Lu, Wei Dai, Yonina C. Eldar:
Optimal Number of Measurements in a Linear System With Quadratically Decreasing SNR. IEEE Trans. Signal Process. 67(11): 2947-2959 (2019)
[j190]
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  - journals/tsp/IoushuaE19
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Shahar Stein Ioushua, Yonina C. Eldar:
A Family of Hybrid Analog-Digital Beamforming Methods for Massive MIMO Systems. IEEE Trans. Signal Process. 67(12): 3243-3257 (2019)
[j189]
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  - journals/tsp/ShlezingerER19
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Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues:
Asymptotic Task-Based Quantization With Application to Massive MIMO. IEEE Trans. Signal Process. 67(15): 3995-4012 (2019)
[j188]
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Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues:
Hardware-Limited Task-Based Quantization. IEEE Trans. Signal Process. 67(20): 5223-5238 (2019)
[j187]
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  - journals/tsp/PinillaBEA19
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Samuel Pinilla, Tamir Bendory, Yonina C. Eldar, Henry Arguello:
Frequency-Resolved Optical Gating Recovery via Smoothing Gradient. IEEE Trans. Signal Process. 67(23): 6121-6132 (2019)
[j186]
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  - journals/tsp/JungHMJHE19
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Alexander Jung, Alfred O. Hero III, Alexandru Mara, Saeed Jahromi, Ayelet Heimowitz, Yonina C. Eldar:
Semi-Supervised Learning in Network-Structured Data via Total Variation Minimization. IEEE Trans. Signal Process. 67(24): 6256-6269 (2019)
[j185]
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  - journals/twc/ZhuGEQ19
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Fengchao Zhu, Feifei Gao, Yonina C. Eldar, Gongbin Qian:
Robust Simultaneous Wireless Information and Power Transfer in Beamspace Massive MIMO. IEEE Trans. Wirel. Commun. 18(9): 4199-4212 (2019)
[c210]
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  - conf/allerton/CohenSEM19
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Alejandro Cohen, Nir Shlezinger, Yonina C. Eldar, Muriel Médard:
Serial Quantization for Representing Sparse Signals. Allerton 2019: 987-994
[c209]
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  - conf/camsap/DvorkindE19
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Tsvi G. Dvorkind, Yonina C. Eldar:
Geolocation with Graph-Based Model Fitting. CAMSAP 2019: 356-360
[c208]
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  - conf/globalsip/KroizerER19
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Ariel Kroizer, Yonina C. Eldar, Tirza Routtenberg:
Modeling and Recovery of Graph Signals and Difference-Based Signals. GlobalSIP 2019: 1-5
[c207]
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  - conf/globecom/LiaoFSEG19
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Yun Liao, Nariman Farsad, Nir Shlezinger, Yonina C. Eldar, Andrea J. Goldsmith:
Deep Neural Network Symbol Detection for Millimeter Wave Communications. GLOBECOM 2019: 1-6
[c206]
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  - conf/icassp/SongEMR19
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Pingfan Song, Yonina C. Eldar, Gal Mazor, Miguel R. D. Rodrigues:
Magnetic Resonance Fingerprinting Using a Residual Convolutional Neural Network. ICASSP 2019: 1040-1044
[c205]
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  - conf/icassp/SlounSBKEM19
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Ruud J. G. van Sloun, Oren Solomon, Matthew Bruce, Zin Z. Khaing, Yonina C. Eldar, Massimo Mischi:
Deep Learning for Super-resolution Vascular Ultrasound Imaging. ICASSP 2019: 1055-1059
[c204]
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  - conf/icassp/LuijtenCBSMES19
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Ben Luijten, Regev Cohen, Frederik J. de Bruijn, Harold A. W. Schmeitz, Massimo Mischi, Yonina C. Eldar, Ruud J. G. van Sloun:
Deep Learning for Fast Adaptive Beamforming. ICASSP 2019: 1333-1337
[c203]
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  - conf/icassp/SolomonSME19
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Oren Solomon, Ruud J. G. van Sloun, Massimo Mischi, Yonina C. Eldar:
Super-resolution Using Flow Estimation in Contrast Enhanced Ultrasound Imaging. ICASSP 2019: 1338-1342
[c202]
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  - conf/icassp/KhobahiNSE19
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Shahin Khobahi, Naveed Naimipour, Mojtaba Soltanalian, Yonina C. Eldar:
Deep Signal Recovery with One-bit Quantization. ICASSP 2019: 2987-2991
[c201]
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  - conf/icassp/CohenZSTTSE19
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Regev Cohen, Yi Zhang, Oren Solomon, Daniel Toberman, Liran Taieb, Ruud J. G. van Sloun, Yonina C. Eldar:
Deep Convolutional Robust PCA with Application to Ultrasound Imaging. ICASSP 2019: 3212-3216
[c200]
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  - conf/icassp/ShohatTSE19
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Matan Shohat, Georgee Tsintsadze, Nir Shlezinger, Yonina C. Eldar:
Deep Quantization for MIMO Channel Estimation. ICASSP 2019: 3912-3916
[c199]
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  - conf/icassp/CohenE19
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Regev Cohen, Yonina C. Eldar:
Sparse Fractal Array Design with Increased Degrees of Freedom. ICASSP 2019: 4195-4199
[c198]
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  - conf/icassp/ShlezingerER19
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Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues:
Task-Based Quantization for Massive MIMO Channel Estimation. ICASSP 2019: 4489-4493
[c197]
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  - conf/icassp/ShenE019
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Kaiming Shen, Yonina C. Eldar, Wei Yu:
Coordinated Pilot Design for Massive MIMO. ICASSP 2019: 4509-4513
[c196]
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  - conf/icassp/ShlezingerDEIS19
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Nir Shlezinger, Or Dicker, Yonina C. Eldar, Mohammadreza F. Imani, David R. Smith:
Dynamic Metasurfaces for Massive MIMO Networks. ICASSP 2019: 4634-4638
[c195]
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Nir Shlezinger, Yonina C. Eldar:
Spectral Efficiency of Noncooperative Uplink Massive MIMO Systems with Joint Decoding. ICASSP 2019: 4779-4783
[c194]
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  - conf/icassp/ChamonER19
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Luiz F. O. Chamon, Yonina C. Eldar, Alejandro Ribeiro:
Sparse Recovery over Nonlinear Dictionaries. ICASSP 2019: 4878-4882
[c193]
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  - conf/icassp/WaiEOS19
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Hoi-To Wai, Yonina C. Eldar, Asuman E. Ozdaglar, Anna Scaglione:
Community Inference from Graph Signals with Hidden Nodes. ICASSP 2019: 4948-4952
[c192]
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  - conf/icassp/0033PEO19
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Yang Yang, Marius Pesavento, Yonina C. Eldar, Björn E. Ottersten:
Parallel Coordinate Descent Algorithms for Sparse Phase Retrieval. ICASSP 2019: 7670-7674
[c191]
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  - conf/icassp/LiTME19
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Yuelong Li, Mohammad Tofighi, Vishal Monga, Yonina C. Eldar:
An Algorithm Unrolling Approach to Deep Image Deblurring. ICASSP 2019: 7675-7679
[c190]
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  - conf/infocom/MunsMGEC19
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Guillem Reus Muns, Kumar Vijay Mishra, Carlos Bocanegra Guerra, Yonina C. Eldar, Kaushik R. Chowdhury:
Beam Alignment and Tracking for Autonomous Vehicular Communication using IEEE 802.11ad-based Radar. INFOCOM Workshops 2019: 535-540
[c189]
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  - conf/isit/ShlezingerSEM19
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Nir Shlezinger, Salman Salamatian, Yonina C. Eldar, Muriel Médard:
Joint Sampling and Recovery of Correlated Sources. ISIT 2019: 385-389
[c188]
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  - conf/isit/SalamatianSEM19
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Salman Salamatian, Nir Shlezinger, Yonina C. Eldar, Muriel Médard:
Task-Based Quantization for Recovering Quadratic Functions Using Principal Inertia Components. ISIT 2019: 390-394
[c187]
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  - conf/isit/Khalili0EE19
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Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar:
Tradeoff Between Delay and High SNR Capacity in Quantized MIMO Systems. ISIT 2019: 597-601
[c186]
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Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar:
On Multiterminal Communication over MIMO Channels with One-bit ADCs at the Receivers. ISIT 2019: 602-606
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Nir Shlezinger, Emeka Abakasanga, Ron Dabora, Yonina C. Eldar:
On the Capacity of Sampled Interference-Limited Communications Channels. ISIT 2019: 742-746
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Tianyao Huang, Xingyu Xu, Yimin Liu, Nir Shlezinger, Yonina C. Eldar:
A Dual-Function Radar Communication System Using Index Modulation. SPAWC 2019: 1-5
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Nir Shlezinger, Yonina C. Eldar, Nariman Farsad, Andrea J. Goldsmith:
ViterbiNet: Symbol Detection Using a Deep Learning Based Viterbi Algorithm. SPAWC 2019: 1-5
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Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues:
Hardware-Limited Task-Based Quantization. SPAWC 2019: 1-5
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Hanqing Wang, Nir Shlezinger, Shi Jin, Yonina C. Eldar, Insang Yoo, Mohammadreza F. Imani, David R. Smith:
Dynamic Metasurface Antennas Based Downlink Massive MIMO Systems. SPAWC 2019: 1-5
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Xiwen Zhang, Tolunay Seyfi, Shengtai Ju, Sharan Ramjee, Aly El Gamal, Yonina C. Eldar:
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection. SPAWC 2019: 1-5
[i181]
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Nir Shlezinger, Or Dicker, Yonina C. Eldar, Insang Yoo, Mohammadreza F. Imani, David R. Smith:
Dynamic Metasurface Antennas for Uplink Massive MIMO Systems. CoRR abs/1901.01458 (2019)
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Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar:
Fast Deep Learning for Automatic Modulation Classification. CoRR abs/1901.05850 (2019)
[i179]
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Alexander Jung, Alfred O. Hero III, Alexandru Mara, Saeed Jahromi, Ayelet Heimowitz, Yonina C. Eldar:
Semi-supervised Learning in Network-Structured Data via Total Variation Minimization. CoRR abs/1901.09838 (2019)
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Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar:
Tradeoff Between Delay and High SNR Capacity in Quantized MIMO Systems. CoRR abs/1901.09844 (2019)
[i177]
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Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar:
On Multiterminal Communication over MIMO Channels with One-bit ADCs at the Receivers. CoRR abs/1901.10628 (2019)
[i176]
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Pingfan Song, Yonina C. Eldar, Gal Mazor, Miguel R. D. Rodrigues:
HYDRA: Hybrid Deep Magnetic Resonance Fingerprinting. CoRR abs/1902.02882 (2019)
[i175]
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Yuelong Li, Mohammad Tofighi, Junyi Geng, Vishal Monga, Yonina C. Eldar:
An Algorithm Unrolling Approach to Deep Blind Image Deblurring. CoRR abs/1902.03493 (2019)
[i174]
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Yuelong Li, Mohammad Tofighi, Vishal Monga, Yonina C. Eldar:
An Algorithm Unrolling Approach to Deep Image Deblurring. CoRR abs/1902.05399 (2019)
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Le Zheng, Marco Lops, Yonina C. Eldar, Xiaodong Wang:
Radar and Communication Co-existence: an Overview. CoRR abs/1902.08676 (2019)
[i172]
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Nir Shlezinger, Emeka Abakasanga, Ron Dabora, Yonina C. Eldar:
The Capacity of Memoryless Channels with Sampled Cyclostationary Gaussian Noise. CoRR abs/1902.09005 (2019)
[i171]
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Kaiming Shen, Hei Victor Cheng, Yonina C. Eldar, Wei Yu:
Coordinated Nonorthogonal Pilot Design for Massive MIMO. CoRR abs/1904.09653 (2019)
[i170]
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Mingjin Wang, Feifei Gao, Mark F. Flanagan, Nir Shlezinger, Yonina C. Eldar:
A Block Sparsity Based Estimator for mmWave Massive MIMO Channels with Beam Squint. CoRR abs/1904.12272 (2019)
[i169]
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Tierui Gong, Nir Shlezinger, Shahar Stein Ioushua, Moshe Namer, Zhijia Yang, Yonina C. Eldar:
RF Chain Reduction for MIMO Systems: A Hardware Prototype. CoRR abs/1905.05315 (2019)
[i168]
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Yonina C. Eldar, Jerry Li, Cameron Musco, Christopher Musco:
Sample Efficient Toeplitz Covariance Estimation. CoRR abs/1905.05643 (2019)
[i167]
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Xiwen Zhang, Tolunay Seyfi, Shengtai Ju, Sharan Ramjee, Aly El Gamal, Yonina C. Eldar:
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection. CoRR abs/1905.08054 (2019)
[i166]
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Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith:
ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection. CoRR abs/1905.10750 (2019)
[i165]
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  - journals/corr/abs-1906-06289
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Tianyao Huang, Nir Shlezinger, Xingyu Xu, Dingyou Ma, Yimin Liu, Yonina C. Eldar:
Multi-Carrier Agile Phased Array Radar. CoRR abs/1906.06289 (2019)
[i164]
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  - journals/corr/abs-1907-01691
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Alejandro Cohen, Nir Shlezinger, Yonina C. Eldar, Muriel Médard:
Serial Quantization for Representing Sparse Signals. CoRR abs/1907.01691 (2019)
[i163]
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  - journals/corr/abs-1907-02994
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Ruud J. G. van Sloun, Regev Cohen, Yonina C. Eldar:
Deep learning in ultrasound imaging. CoRR abs/1907.02994 (2019)
[i162]
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  - journals/corr/abs-1907-11294
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Yun Liao, Nariman Farsad, Nir Shlezinger, Yonina C. Eldar, Andrea J. Goldsmith:
Deep Neural Network Symbol Detection for Millimeter Wave Communications. CoRR abs/1907.11294 (2019)
[i161]
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Nir Shlezinger, Yonina C. Eldar:
Deep Task-Based Quantization. CoRR abs/1908.06845 (2019)
[i160]
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  - journals/corr/abs-1909-01729
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Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar:
Joint Radar-Communications Strategies for Autonomous Vehicles. CoRR abs/1909.01729 (2019)
[i159]
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Tianyao Huang, Nir Shlezinger, Xingyu Xu, Yimin Liu, Yonina C. Eldar:
MAJoRCom: A Dual-Function Radar Communication System Using Index Modulation. CoRR abs/1909.04223 (2019)
[i158]
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  - journals/corr/abs-1910-09519
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Alejandro Cohen, Nir Shlezinger, Salman Salamatian, Yonina C. Eldar, Muriel Médard:
Distributed Quantization for Sparse Time Sequences. CoRR abs/1910.09519 (2019)
[i157]
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  - journals/corr/abs-1910-11477
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Kiryung Lee, Sohail Bahmani, Yonina C. Eldar, Justin Romberg:
Phase Retrieval of Low-Rank Matrices by Anchored Regression. CoRR abs/1910.11477 (2019)
[i156]
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  - journals/corr/abs-1912-06917
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Hanqing Wang, Nir Shlezinger, Yonina C. Eldar, Shi Jin, Mohammadreza F. Imani, Insang Yoo, David R. Smith:
Dynamic Metasurface Antennas for MIMO-OFDM Receivers with Bit-Limited ADCs. CoRR abs/1912.06917 (2019)
[i155]
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  - journals/corr/abs-1912-10557
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Vishal Monga, Yuelong Li, Yonina C. Eldar:
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing. CoRR abs/1912.10557 (2019)
2018
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Miguel R. D. Rodrigues, Helmut Bölcskei, Stark C. Draper, Yonina C. Eldar, Vincent Yan Fu Tan:
Introduction to the Issue on Information-Theoretic Methods in Data Acquisition, Analysis, and Processing. IEEE J. Sel. Top. Signal Process. 12(5): 821-824 (2018)
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Chuang Wang, Yonina C. Eldar, Yue M. Lu:
Subspace Estimation From Incomplete Observations: A High-Dimensional Analysis. IEEE J. Sel. Top. Signal Process. 12(6): 1240-1252 (2018)
[j182]
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Deborah Cohen, Shahar Tsiper, Yonina C. Eldar:
Analog-to-Digital Cognitive Radio: Sampling, Detection, and Hardware. IEEE Signal Process. Mag. 35(1): 137-166 (2018)
[j181]
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Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith:
Analog-to-Digital Compression: A New Paradigm for Converting Signals to Bits. IEEE Signal Process. Mag. 35(3): 16-39 (2018)
[j180]
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Deborah Cohen, Yonina C. Eldar:
Sub-Nyquist Radar Systems: Temporal, Spectral, and Spatial Compression. IEEE Signal Process. Mag. 35(6): 35-58 (2018)
[j179]
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Deborah Cohen, Kumar Vijay Mishra, Yonina C. Eldar:
Spectrum Sharing Radar: Coexistence via Xampling. IEEE Trans. Aerosp. Electron. Syst. 54(3): 1279-1296 (2018)
[j178]
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Tamir Bendory, Yonina C. Eldar, Nicolas Boumal:
Non-Convex Phase Retrieval From STFT Measurements. IEEE Trans. Inf. Theory 64(1): 467-484 (2018)
[j177]
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Gang Wang, Georgios B. Giannakis, Yonina C. Eldar:
Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow. IEEE Trans. Inf. Theory 64(2): 773-794 (2018)
[j176]
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Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar:
The Distortion Rate Function of Cyclostationary Gaussian Processes. IEEE Trans. Inf. Theory 64(5): 3810-3824 (2018)
[j175]
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Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith:
Fundamental Distortion Limits of Analog-to-Digital Compression. IEEE Trans. Inf. Theory 64(9): 6013-6033 (2018)
[j174]
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Nir Shlezinger, Ron Dabora, Yonina C. Eldar:
Measurement Matrix Design for Phase Retrieval Based on Mutual Information. IEEE Trans. Signal Process. 66(2): 324-339 (2018)
[j173]
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Edouard Pauwels, Amir Beck, Yonina C. Eldar, Shoham Sabach:
On Fienup Methods for Sparse Phase Retrieval. IEEE Trans. Signal Process. 66(4): 982-991 (2018)
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Raja Giryes, Yonina C. Eldar, Alexander M. Bronstein, Guillermo Sapiro:
Tradeoffs Between Convergence Speed and Reconstruction Accuracy in Inverse Problems. IEEE Trans. Signal Process. 66(7): 1676-1690 (2018)
[j171]
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David Cohen, Deborah Cohen, Yonina C. Eldar, Alexander M. Haimovich:
SUMMeR: Sub-Nyquist MIMO Radar. IEEE Trans. Signal Process. 66(16): 4315-4330 (2018)
[j170]
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Tianyao Huang, Yimin Liu, Xingyu Xu, Yonina C. Eldar, Xiqin Wang:
Analysis of Frequency Agile Radar via Compressed Sensing. IEEE Trans. Signal Process. 66(23): 6228-6240 (2018)
[c179]
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  - conf/acssc/SlavikBRE18
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Zora Slavik, Oliver Bringmann, Wolfgang Rosenstiel, Yonina C. Eldar:
Implications and methods for co-existing automotive radar and communication systems. ACSSC 2018: 952-956
[c178]
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Chen Chen, Gongpu Wang, Feifei Gao, Yonina C. Eldar, Hao Guan:
Blind Detection for Ambient Backscatter Communication System with Multiple-Antenna tags. GLOBECOM 2018: 206-212
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Tamir Bendory, Dan Edidin, Yonina C. Eldar:
Recovering Signals from their FROG Trace. ICASSP 2018: 1488-1492
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Regev Cohen, Yonina C. Eldar:
Optimized Sparse Array Design Based on the Sum Coarray. ICASSP 2018: 3340-3343
[c175]
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Shahar Tsiper, Oren Solomon, Yonina C. Eldar:
Total Variation Iterative Linear Expansion of Thresholds with Applications in CT. ICASSP 2018: 3949-3953
[c174]
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Ayelet Heimowitz, Yonina C. Eldar:
The Nystrom Extension for Signals Defined on a Graph. ICASSP 2018: 4199-4203
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Sundeep Prabhakar Chepuri, Yonina C. Eldar, Geert Leus:
Graph Sampling with and Without Input Priors. ICASSP 2018: 4564-4568
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Luiz F. O. Chamon, Yonina C. Eldar, Alejandro Ribeiro:
Strong Duality of Sparse Functional Optimization. ICASSP 2018: 4739-4743
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Raja Giryes, Yonina C. Eldar, Alexander M. Bronstein, Guillermo Sapiro:
The Learned Inexact Project Gradient Descent Algorithm. ICASSP 2018: 6767-6771
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Zai Yang, Yonina C. Eldar, Lihua Xie:
Average Case Analysis of Compressive Multichannel Frequency Estimation Using Atomic Norm Minimization. DSP 2018: 1-5
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Pingfan Song, Lior Weizman, João F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues:
Coupled Dictionary Learning for Multi-Contrast MRI Reconstruction. ICIP 2018: 2880-2884
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Alon Kipnis, Galen Reeves, Yonina C. Eldar:
Single Letter Formulas for Quantized Compressed Sensing with Gaussian Codebooks. ISIT 2018: 71-75
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Abbas Khalili, Stefano Rini, Luca Barletta, Elza Erkip, Yonina C. Eldar:
On MIMO Channel Capacity with Output Quantization Constraints. ISIT 2018: 1355-1359
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Lior Blech, Yonina C. Eldar, Cristian Antonelli, Antonio Mecozzi, Mark Shtaif:
The Enhanced Kramers Kronig Receiver. OFC 2018: 1-3
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Seok-Hwan Park, Osvaldo Simeone, Yonina C. Eldar, Elza Erkip:
Optimizing Pilots and Analog Processing for Channel Estimation in Cell-Free Massive MIMO with One-Bit ADCs. SPAWC 2018: 1-5
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Shahar Stein Ioushua, Yonina C. Eldar:
Pilot Contamination Mitigation with Reduced RF Chains. CoRR abs/1801.05483 (2018)
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Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith:
Analog-to-Digital Compression: A New Paradigm for Converting Signals to Bits. CoRR abs/1801.06718 (2018)
[i152]
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Nir Shlezinger, Yonina C. Eldar:
On the Spectral Efficiency of Noncooperative Uplink Massive MIMO Systems. CoRR abs/1802.03149 (2018)
[i151]
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Kumar Vijay Mishra, Yonina C. Eldar:
Sub-Nyquist Radar: Principles and Prototypes. CoRR abs/1803.01819 (2018)
[i150]
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Ruud J. G. van Sloun, Oren Solomon, Matthew Bruce, Zin Z. Khaing, Hessel Wijkstra, Yonina C. Eldar, Massimo Mischi:
Super-resolution Ultrasound Localization Microscopy through Deep Learning. CoRR abs/1804.07661 (2018)
[i149]
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Zhihui Zhu, Daniel Soudry, Yonina C. Eldar, Michael B. Wakin:
The Global Optimization Geometry of Shallow Linear Neural Networks. CoRR abs/1805.04938 (2018)
[i148]
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Regev Cohen, Yonina C. Eldar:
Sparse Convolutional Beamforming for Ultrasound Imaging. CoRR abs/1805.05101 (2018)
[i147]
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Chuang Wang, Yonina C. Eldar, Yue M. Lu:
Subspace Estimation from Incomplete Observations: A High-Dimensional Analysis. CoRR abs/1805.06834 (2018)
[i146]
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Ayush Bhandari, Yonina C. Eldar:
Sampling and Super-resolution of Sparse Signals Beyond the Fourier Domain. CoRR abs/1806.01478 (2018)
[i145]
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Abbas Khalili, Stefano Rini, Luca Barletta, Elza Erkip, Yonina C. Eldar:
On MIMO Channel Capacity with Output Quantization Constraints. CoRR abs/1806.01803 (2018)
[i144]
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Ayelet Heimowitz, Yonina C. Eldar:
A Unified View of Diffusion Maps and Signal Processing on Graphs. CoRR abs/1806.03174 (2018)
[i143]
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Tanya Chernyakova, Dan Cohen, Meged Shoham, Yonina C. Eldar:
iMAP Beamforming for High Quality High Frame Rate Imaging. CoRR abs/1806.03526 (2018)
[i142]
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Fabio Giovanneschi, Kumar Vijay Mishra, María Antonia González-Huici, Yonina C. Eldar, Joachim H. G. Ender:
Dictionary Learning for Adaptive GPR Target Classification. CoRR abs/1806.04599 (2018)
[i141]
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Pingfan Song, Lior Weizman, João F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues:
Coupled Dictionary Learning for Multi-contrast MRI Reconstruction. CoRR abs/1806.09930 (2018)
[i140]
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Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues:
Hardware-Limited Task-Based Quantization. CoRR abs/1807.08305 (2018)
[i139]
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  - journals/corr/abs-1807-09126
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Kumar Vijay Mishra, Yonina C. Eldar, Eli Shoshan, Moshe Namer, Maxim Meltsin:
A Cognitive Sub-Nyquist MIMO Radar Prototype. CoRR abs/1807.09126 (2018)
[i138]
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  - journals/corr/abs-1807-11542
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Deborah Cohen, Yonina C. Eldar:
Sub-Nyquist Radar Systems: Temporal, Spectral and Spatial Compression. CoRR abs/1807.11542 (2018)
[i137]
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  - journals/corr/abs-1808-07414
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Tamir Bendory, Dan Edidin, Yonina C. Eldar:
Blind Phaseless Short-Time Fourier Transform Recovery. CoRR abs/1808.07414 (2018)
[i136]
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Tianyao Huang, Yimin Liu, Xingyu Xu, Yonina C. Eldar, Xiqin Wang:
Analysis of Frequency Agile Radar via Compressed Sensing. CoRR abs/1808.09124 (2018)
[i135]
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Luiz F. O. Chamon, Yonina C. Eldar, Alejandro Ribeiro:
Functional Nonlinear Sparse Models. CoRR abs/1811.00577 (2018)
[i134]
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Oren Solomon, Regev Cohen, Yi Zhang, Yi Yang, Qiong He, Jianwen Luo, Ruud J. G. van Sloun, Yonina C. Eldar:
Deep Unfolded Robust PCA with Application to Clutter Suppression in Ultrasound. CoRR abs/1811.08252 (2018)
[i133]
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  - journals/corr/abs-1812-00797
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Shahin Khobahi, Naveed Naimipour, Mojtaba Soltanalian, Yonina C. Eldar:
Deep Signal Recovery with One-Bit Quantization. CoRR abs/1812.00797 (2018)
2017
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Douglas Adams, Yonina C. Eldar, Boris Murmann:
A Mixer Front End for a Four-Channel Modulated Wideband Converter With 62-dB Blocker Rejection. IEEE J. Solid State Circuits 52(5): 1286-1294 (2017)
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Tamir Bendory, Pavel Sidorenko, Yonina C. Eldar:
On the Uniqueness of FROG Methods. IEEE Signal Process. Lett. 24(5): 722-726 (2017)
[j167]
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Yonina C. Eldar, Alfred O. Hero III, Li Deng, Jeffrey A. Fessler, Jelena Kovacevic, H. Vincent Poor, Steve J. Young:
Challenges and Open Problems in Signal Processing: Panel Discussion Summary from ICASSP 2017 [Panel and Forum]. IEEE Signal Process. Mag. 34(6): 8-23 (2017)
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Kfir Aberman, Yonina C. Eldar:
Sub-Nyquist SAR via Fourier Domain Range-Doppler Processing. IEEE Trans. Geosci. Remote. Sens. 55(11): 6228-6244 (2017)
[j165]
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Yuxin Chen, Andrea J. Goldsmith, Yonina C. Eldar:
On the Minimax Capacity Loss Under Sub-Nyquist Universal Sampling. IEEE Trans. Inf. Theory 63(6): 3348-3367 (2017)
[j164]
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Avinoam David Bar-Zion, Charles Tremblay-Darveau, Oren Solomon, Dan Adam, Yonina C. Eldar:
Fast Vascular Ultrasound Imaging With Enhanced Spatial Resolution and Background Rejection. IEEE Trans. Medical Imaging 36(1): 169-180 (2017)
[j163]
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Amir Kiperwas, Daniel Rosenfeld, Yonina C. Eldar:
The SPURS Algorithm for Resampling an Irregularly Sampled Signal onto a Cartesian Grid. IEEE Trans. Medical Imaging 36(2): 628-640 (2017)
[j162]
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Dani Kogan, Yonina C. Eldar, Dan Oron:
On the 2D Phase Retrieval Problem. IEEE Trans. Signal Process. 65(4): 1058-1067 (2017)
[j161]
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Shahar Stein, Or Yair, Deborah Cohen, Yonina C. Eldar:
CaSCADE: Compressed Carrier and DOA Estimation. IEEE Trans. Signal Process. 65(10): 2645-2658 (2017)
[j160]
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Deborah Cohen, Yonina C. Eldar:
Sub-Nyquist Cyclostationary Detection for Cognitive Radio. IEEE Trans. Signal Process. 65(11): 3004-3019 (2017)
[j159]
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Namrata Vaswani, Seyedehsara Nayer, Yonina C. Eldar:
Low-Rank Phase Retrieval. IEEE Trans. Signal Process. 65(15): 4059-4074 (2017)
[c164]
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  - conf/embc/WeizmanMEMC17
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Lior Weizman, Karla L. Miller, Yonina C. Eldar, Osher Maayan, Mark Chiew:
PEAR: PEriodic and ApeRiodic signal separation for fast FMRI. EMBC 2017: 505-508
[c163]
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Yang Lu, Wei Dai, Yonina C. Eldar:
Optimal number of measurements for compressed sensing with quadratically decreasing SNR. EUSIPCO 2017: 1319-1323
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Kumar Vijay Mishra, Yonina C. Eldar:
Performance of time delay estimation in a cognitive radar. ICASSP 2017: 3141-3145
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David Cohen, Deborah Cohen, Yonina C. Eldar, Alexander M. Haimovich:
Sub-Nyquist pulse Doppler MIMO radar. ICASSP 2017: 3201-3205
[c160]
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Deborah Cohen, Yonina C. Eldar:
Compressed cyclostationary detection for Cognitive Radio. ICASSP 2017: 3509-3513
[c159]
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Milind Rao, Tara Javidi, Yonina C. Eldar, Andrea J. Goldsmith:
Estimation in autoregressive processes with partial observations. ICASSP 2017: 4212-4216
[c158]
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Seyedehsara Nayer, Namrata Vaswani, Yonina C. Eldar:
Low rank phase retrieval. ICASSP 2017: 4446-4450
[c157]
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Tamir Bendory, Yonina C. Eldar:
Phase retrieval from STFT measurements via non-convex optimization. ICASSP 2017: 4770-4774
[c156]
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Miguel R. D. Rodrigues, Nikos Deligiannis, Lifeng Lai, Yonina C. Eldar:
Rate-distortion trade-offs in acquisition of signal parameters. ICASSP 2017: 6105-6109
[c155]
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Oren Solomon, Maor Mutzafi, Mordechai Segev, Yonina C. Eldar:
Sparsity based super-resolution optical imaging using correlation information. ICASSP 2017: 6215-6219
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Kumar Vijay Mishra, David Cohen, Shahar Tsiper, Shahar Stein, Eli Shoshan, Moshe Namer, Maxim Meltsin, Ron Madmoni, Eran Ronen, Yana Grimovich, Yonina C. Eldar:
Xampling-enabled coexistence in spectrally crowded environments. ICASSP 2017: 6580-6581
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Fabio Giovanneschi, Kumar Vijay Mishra, María Antonia González-Huici, Yonina C. Eldar, Joachim H. G. Ender:
Online dictionary learning aided target recognition in cognitive GPR. IGARSS 2017: 4813-4816
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Shahar Tsiper, Yonina C. Eldar:
Pseudo-polar reconstruction for tomography. ISBI 2017: 48-51
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Regev Cohen, Yonina C. Eldar:
Sparse emission pattern in spectral blood Doppler. ISBI 2017: 907-910
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Alon Kipnis, Galen Reeves, Yonina C. Eldar, Andrea J. Goldsmith:
Compressed sensing under optimal quantization. ISIT 2017: 2148-2152
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Nir Shlezinger, Ron Dabora, Yonina C. Eldar:
Using mutual information for designing the measurement matrix in phase retrieval problems. ISIT 2017: 2343-2347
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Milind Rao, Tara Javidi, Yonina C. Eldar, Andrea Goldsmith:
Fundamental estimation limits in autoregressive processes with compressive measurements. ISIT 2017: 2895-2899
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Stefano Rini, Luca Barletta, Yonina C. Eldar, Elza Erkip:
A general framework for MIMO receivers with low-resolution quantization. ITW 2017: 599-603
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Qing Qu, Yuqian Zhang, Yonina C. Eldar, John Wright:
Convolutional Phase Retrieval. NIPS 2017: 6086-6096
[c145]
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Shahar Stein Ioushua, Yonina C. Eldar:
Pilot contamination mitigation with reduced RF chains. SPAWC 2017: 1-5
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Kumar Vijay Mishra, Andrey Zhitnikov, Yonina C. Eldar:
Spectrum Sharing Solution for Automotive Radar. VTC Spring 2017: 1-5
[i132]
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Tamir Bendory, Pavel Sidorenko, Yonina C. Eldar:
On the Uniqueness of FROG Methods. CoRR abs/1701.02831 (2017)
[i131]
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Fabio Giovanneschi, Kumar Vijay Mishra, María Antonia González-Huici, Yonina C. Eldar, Joachim H. G. Ender:
Online Dictionary Learning Aided Target Recognition In Cognitive GPR. CoRR abs/1701.03607 (2017)
[i130]
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Kumar Vijay Mishra, Yonina C. Eldar:
Performance of time delay estimation in a cognitive radar. CoRR abs/1701.03898 (2017)
[i129]
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Gal Mazor, Lior Weizman, Assaf Tal, Yonina C. Eldar:
Low Rank Magnetic Resonance Fingerprinting. CoRR abs/1701.07668 (2017)
[i128]
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Stefano Rini, Luca Barletta, Yonina C. Eldar, Elza Erkip:
A General Framework for Low-Resolution Receivers for MIMO Channels. CoRR abs/1702.08133 (2017)
[i127]
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Edouard Pauwels, Amir Beck, Yonina C. Eldar, Shoham Sabach:
On Fienup Methods for Regularized Phase Retrieval. CoRR abs/1702.08339 (2017)
[i126]
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Nir Shlezinger, Ron Dabora, Yonina C. Eldar:
Measurement Matrix Design for Phase Retrieval Based on Mutual Information. CoRR abs/1704.08021 (2017)
[i125]
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Kumar Vijay Mishra, Yonina C. Eldar:
Sub-Nyquist Channel Estimation over IEEE 802.11ad Link. CoRR abs/1705.03943 (2017)
[i124]
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Tamir Bendory, Robert Beinert, Yonina C. Eldar:
Fourier Phase Retrieval: Uniqueness and Algorithms. CoRR abs/1705.09590 (2017)
[i123]
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Tamir Bendory, Dan Edidin, Yonina C. Eldar:
On Signal Reconstruction from FROG Measurements. CoRR abs/1706.08494 (2017)
[i122]
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Yonina C. Eldar, Wenjing Liao, Sui Tang:
Sensor Calibration for Off-the-Grid Spectral Estimation. CoRR abs/1707.03378 (2017)
[i121]
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Shahar Tsiper, Yonina C. Eldar:
RAPToR: A Resampling Algorithm for Pseudo-Polar based Tomographic Reconstruction. CoRR abs/1708.05163 (2017)
[i120]
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Deborah Cohen, Shahar Tsiper, Yonina C. Eldar:
Analog to Digital Cognitive Radio: Sampling, Detection and Hardware. CoRR abs/1708.05201 (2017)
[i119]
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Shahar Tsiper, Or Dicker, Idan Kaizerman, Zeev Zohar, Mordechai Segev, Yonina C. Eldar:
Sparsity-Based Super Resolution for SEM Images. CoRR abs/1709.02235 (2017)
[i118]
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Regev Cohen, Yonina C. Eldar:
Sparse Doppler Sensing. CoRR abs/1710.00542 (2017)
[i117]
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Qing Qu, Yuqian Zhang, Yonina C. Eldar, John Wright:
Convolutional Phase Retrieval via Gradient Descent. CoRR abs/1712.00716 (2017)
[i116]
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  - journals/corr/abs-1712-03485
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Shahar Stein Ioushua, Yonina C. Eldar:
Hybrid Analog-Digital Beamforming for Massive MIMO Systems. CoRR abs/1712.03485 (2017)
[i115]
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  - journals/corr/abs-1712-05674
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Zai Yang, Jinhui Tang, Yonina C. Eldar, Lihua Xie:
On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization. CoRR abs/1712.05674 (2017)
2016
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Yonina C. Eldar, Daniel Gopher, Amihai Gottlieb, Rotem Lammfromm, Halinder Mangat, Nimrod Peleg, Steven Pon, Igal Rozenberg, Nicholas Schiff, David Stark, Peter Yan, Hillel Pratt, Barry Kosofsky, Zachary M. Grinspan:
Guiding Principles for a Pediatric Neurology ICU (neuroPICU) Bedside Multimodal Monitor. Appl. Clin. Inform. 07(02): 380-398 (2016)
[j157]
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Alon Gonen, Dan Rosenbaum, Yonina C. Eldar, Shai Shalev-Shwartz:
Subspace Learning with Partial Information. J. Mach. Learn. Res. 17: 52:1-52:21 (2016)
[j156]
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Kishore Jaganathan, Yonina C. Eldar, Babak Hassibi:
STFT Phase Retrieval: Uniqueness Guarantees and Recovery Algorithms. IEEE J. Sel. Top. Signal Process. 10(4): 770-781 (2016)
[j155]
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Yonina C. Eldar, Nethaniel Hammen, Dustin G. Mixon:
Recent Advances in Phase Retrieval [Lecture Notes]. IEEE Signal Process. Mag. 33(5): 158-162 (2016)
[j154]
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  - journals/tit/KipnisGEW16
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Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar, Tsachy Weissman:
Distortion Rate Function of Sub-Nyquist Sampled Gaussian Sources. IEEE Trans. Inf. Theory 62(1): 401-429 (2016)
[j153]
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Alexander Jung, Yonina C. Eldar, Norbert Goertz:
On the Minimax Risk of Dictionary Learning. IEEE Trans. Inf. Theory 62(3): 1501-1515 (2016)
[j152]
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Kejun Huang, Yonina C. Eldar, Nicholas D. Sidiropoulos:
Phase Retrieval from 1D Fourier Measurements: Convexity, Uniqueness, and Algorithms. IEEE Trans. Signal Process. 64(23): 6105-6117 (2016)
[j151]
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Andreas M. Tillmann, Yonina C. Eldar, Julien Mairal:
DOLPHIn - Dictionary Learning for Phase Retrieval. IEEE Trans. Signal Process. 64(24): 6485-6500 (2016)
[c143]
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  - conf/cdc/RaoKJEG16
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Milind Rao, Alon Kipnis, Tara Javidi, Yonina C. Eldar, Andrea Goldsmith:
System identification from partial samples: Non-asymptotic analysis. CDC 2016: 2938-2944
[c142]
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  - conf/cvpr/FeldmanWE16
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Roni Feldman, Yair Weiss, Yonina C. Eldar:
Power-Efficient Cameras Using Natural Image Statistics. CVPR Workshops 2016: 945-953
[c141]
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Gal Mazor, Lior Weizman, Assaf Tal, Yonina C. Eldar:
Low rank magnetic resonance fingerprinting. EMBC 2016: 439-442
[c140]
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  - conf/eusipco/MarquesME16
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Antonio G. Marques, Gonzalo Mateos, Yonina C. Eldar:
SIGIBE: Solving random bilinear equations via gradient descent with spectral initialization. EUSIPCO 2016: 230-234
[c139]
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  - conf/icassp/LahavBCE16
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Almog Lahav, Yuval Ben-Shalom, Tanya Chernyakova, Yonina C. Eldar:
Coded excitation ultrasound: Efficient implementation via frequency domain processing. ICASSP 2016: 674-678
[c138]
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Deborah Cohen, Liad Pollak, Yonina C. Eldar:
Carrier frequency and bandwidth estimation of cyclostationary multiband signals. ICASSP 2016: 3716-3720
[c137]
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Kejun Huang, Yonina C. Eldar, Nicholas D. Sidiropoulos:
On convexity and identifiability in 1-D Fourier phase retrieval. ICASSP 2016: 3941-3945
[c136]
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Ayush Bhandari, Yonina C. Eldar:
A swiss army knife for finite rate of innovation sampling theory. ICASSP 2016: 3999-4003
[c135]
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Kishore Jaganathan, James Saunderson, Maryam Fazel, Yonina C. Eldar, Babak Hassibi:
Phaseless super-resolution using masks. ICASSP 2016: 4039-4043
[c134]
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  - conf/icassp/KoretzWE16
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Amitai Koretz, Ami Wiesel, Yonina C. Eldar:
Detection with phaseless measurements. ICASSP 2016: 4279-4283
[c133]
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  - conf/icassp/ChoCLEX16
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Myung Cho, Jian-Feng Cai, Suhui Liu, Yonina C. Eldar, Weiyu Xu:
Fast alternating projected gradient descent algorithms for recovering spectrally sparse signals. ICASSP 2016: 4638-4642
[c132]
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João F. C. Mota, Lior Weizman, Nikos Deligiannis, Yonina C. Eldar, Miguel R. D. Rodrigues:
Reference-based compressed sensing: A sample complexity approach. ICASSP 2016: 4687-4691
[c131]
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Andreas M. Tillmann, Yonina C. Eldar, Julien Mairal:
Dictionary learning from phaseless measurements. ICASSP 2016: 4702-4706
[c130]
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Zhuoran Yang, Zhaoran Wang, Han Liu, Yonina C. Eldar, Tong Zhang:
Sparse Nonlinear Regression: Parameter Estimation under Nonconvexity. ICML 2016: 2472-2481
[c129]
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Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith:
Information rates of sampled Wiener processes. ISIT 2016: 740-744
[c128]
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Anastasia Lavrenko, Florian Römer, Shahar Stein, Deborah Cohen, Giovanni Del Galdo, Reiner S. Thomä, Yonina C. Eldar:
Spatially resolved sub-Nyquist sensing of multiband signals with arbitrary antenna arrays. SPAWC 2016: 1-5
[c127]
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Seyedehsara Nayer, Namrata Vaswani, Yonina C. Eldar:
Low rank matrix recovery from column-wise phaseless measurements. SSP 2016: 1-5
[i114]
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Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith:
Sampling stationary signals subject to bitrate constraints. CoRR abs/1601.06421 (2016)
[i113]
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Andreas M. Tillmann, Yonina C. Eldar, Julien Mairal:
DOLPHIn - Dictionary Learning for Phase Retrieval. CoRR abs/1602.02263 (2016)
[i112]
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Amir Kiperwas, Daniel Rosenfeld, Yonina C. Eldar:
The SPURS Algorithm for Resampling an Irregularly Sampled Signal onto a Cartesian Grid. CoRR abs/1603.04726 (2016)
[i111]
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Kejun Huang, Yonina C. Eldar, Nicholas D. Sidiropoulos:
Phase Retrieval from 1D Fourier Measurements: Convexity, Uniqueness, and Algorithms. CoRR abs/1603.05215 (2016)
[i110]
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Deborah Cohen, Yonina C. Eldar:
Sub-Nyquist Cyclostationary Detection for Cognitive Radio. CoRR abs/1604.02659 (2016)
[i109]
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Shahar Stein, Or Yair, Deborah Cohen, Yonina C. Eldar:
CaSCADE: Compressed Carrier and DOA Estimation. CoRR abs/1604.02723 (2016)
[i108]
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Dani Kogan, Yonina C. Eldar, Dan Oron:
On The 2D Phase Retrieval Problem. CoRR abs/1605.08487 (2016)
[i107]
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Raja Giryes, Yonina C. Eldar, Alexander M. Bronstein, Guillermo Sapiro:
Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems. CoRR abs/1605.09232 (2016)
[i106]
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Tamir Bendory, Yonina C. Eldar:
Non-Convex Phase Retrieval from STFT Measurements. CoRR abs/1607.08218 (2016)
[i105]
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Kumar Vijay Mishra, Eli Shoshan, Moshe Namer, Maxim Meltsin, David Cohen, Ron Madmoni, Shahar Dror, Robert Ifraimov, Yonina C. Eldar:
Cognitive Sub-Nyquist Hardware Prototype of a Collocated MIMO Radar. CoRR abs/1608.01524 (2016)
[i104]
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Kfir Aberman, Yonina C. Eldar:
Sub-Nyquist SAR via Fourier Domain Range Doppler Processing. CoRR abs/1608.04138 (2016)
[i103]
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Namrata Vaswani, Seyedehsara Nayer, Yonina C. Eldar:
Low Rank Phase Retrieval. CoRR abs/1608.04141 (2016)
[i102]
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Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar:
The Distortion-Rate Function of Sampled Wiener Processes. CoRR abs/1608.04679 (2016)
[i101]
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Tobias Birnbaum, Yonina C. Eldar, Deanna Needell:
Tolerant Compressed Sensing With Partially Coherent Sensing Matrices. CoRR abs/1608.05094 (2016)
[i100]
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David Cohen, Deborah Cohen, Yonina C. Eldar, Alexander M. Haimovich:
SUMMeR: Sub-Nyquist MIMO Radar. CoRR abs/1608.07799 (2016)
[i99]
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Omri Lev, Tal Wiener, Deborah Cohen, Yonina C. Eldar:
WINDOW: Wideband Demodulator for Optical Waveforms. CoRR abs/1611.04120 (2016)
[i98]
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Deborah Cohen, Kumar Vijay Mishra, Yonina C. Eldar:
Spectrum Sharing Radar: Coexistence via Xampling. CoRR abs/1611.06443 (2016)
[i97]
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Almog Lahav, Tanya Chernyakova, Yonina C. Eldar:
FoCUS: Fourier-based Coded Ultrasound. CoRR abs/1612.01749 (2016)
[i96]
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Eliel Hojman, Thomas Chaigne, Oren Solomon, Sylvain Gigan, Emmanuel Bossy, Yonina C. Eldar, Ori Katz:
Photoacoustic imaging beyond the acoustic diffraction-limit with dynamic speckle illumination and sparse joint support recovery. CoRR abs/1612.08278 (2016)
2015
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Emmanuel J. Candès, Yonina C. Eldar, Thomas Strohmer, Vladislav Voroninski:
Phase Retrieval via Matrix Completion. SIAM Rev. 57(2): 225-251 (2015)
[j149]
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Yonina C. Eldar, Roei Levi, Aharon Cohen:
Clutter Removal in Sub-Nyquist Radar. IEEE Signal Process. Lett. 22(2): 177-181 (2015)
[j148]
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Shay Maymon, Yonina C. Eldar:
The Viterbi Algorithm for Subset Selection. IEEE Signal Process. Lett. 22(5): 524-528 (2015)
[j147]
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Yonina C. Eldar, Pavel Sidorenko, Dustin G. Mixon, Shaby Barel, Oren Cohen:
Sparse Phase Retrieval from Short-Time Fourier Measurements. IEEE Signal Process. Lett. 22(5): 638-642 (2015)
[j146]
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Haley Kim, Alexander M. Haimovich, Yonina C. Eldar:
Non-Coherent Direction of Arrival Estimation from Magnitude-Only Measurements. IEEE Signal Process. Lett. 22(7): 925-929 (2015)
[j145]
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Tamir Bendory, Yonina C. Eldar:
Recovery of Sparse Positive Signals on the Sphere from Low Resolution Measurements. IEEE Signal Process. Lett. 22(12): 2383-2386 (2015)
[j144]
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Yoav Shechtman, Yonina C. Eldar, Oren Cohen, Henry N. Chapman, Jianwei Miao, Mordechai Segev:
Phase Retrieval with Application to Optical Imaging: A contemporary overview. IEEE Signal Process. Mag. 32(3): 87-109 (2015)
[j143]
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  - journals/tci/WellerPDREF15
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Daniel S. Weller, Ayelet Pnueli, Gilad Divon, Ori Radzyner, Yonina C. Eldar, Jeffrey A. Fessler:
Undersampled Phase Retrieval With Outliers. IEEE Trans. Computational Imaging 1(4): 247-258 (2015)
[j142]
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Yuxin Chen, Andrea J. Goldsmith, Yonina C. Eldar:
Backing Off From Infinity: Performance Bounds via Concentration of Spectral Measure for Random MIMO Channels. IEEE Trans. Inf. Theory 61(1): 366-387 (2015)
[j141]
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Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney:
Subspace Recovery From Structured Union of Subspaces. IEEE Trans. Inf. Theory 61(4): 2101-2114 (2015)
[j140]
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Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar, Babak Hassibi:
Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices. IEEE Trans. Inf. Theory 61(5): 2886-2908 (2015)
[c126]
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  - conf/allerton/KipnisEG15
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Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith:
Optimal trade-off between sampling rate and quantization precision in A/D conversion. Allerton 2015: 1083-1090
[c125]
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  - conf/embc/WeizmanEELAB15
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Lior Weizman, Yonina C. Eldar, Alon Eilam, S. Londner, Moran Artzi, Dafna Ben-Bashat:
Fast reference based MRI. EMBC 2015: 7486-7489
[c124]
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Stephanie Bernhardt, Rémy Boyer, Sylvie Marcos, Yonina C. Eldar, Pascal Larzabal:
Sampling FRI signals with the SOS kernel: Bounds and optimal kernel. EUSIPCO 2015: 2172-2176
[c123]
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  - conf/globecom/YairSCE15
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Or Yair, Shahar Stein, Deborah Cohen, Yonina C. Eldar:
Uniform Linear Array Based Spectrum Sensing from Sub-Nyquist Samples. GLOBECOM 2015: 1-6
[c122]
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  - conf/icassp/SpauldingEM15
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Jonathon Spaulding, Yonina C. Eldar, Boris Murmann:
Mixer-based subarray beamforming for sub-Nyquist sampling ultrasound architectures. ICASSP 2015: 882-886
[c121]
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Deborah Cohen, Yonina C. Eldar, Geert Leus:
Universal lower bounds on sampling rates for covariance estimation. ICASSP 2015: 3272-3276
[c120]
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Kishore Jaganathan, Yonina C. Eldar, Babak Hassibi:
Recovering signals from the Short-Time Fourier Transform magnitude. ICASSP 2015: 3277-3281
[c119]
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Puxiao Han, Ruixin Niu, Yonina C. Eldar:
Modified distributed iterative hard thresholding. ICASSP 2015: 3766-3770
[c118]
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  - conf/icassp/BhandariER15
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Ayush Bhandari, Yonina C. Eldar, Ramesh Raskar:
Super-resolution in Phase Space. ICASSP 2015: 4155-4159
[c117]
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  - conf/icassp/ChernyakovaE15
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Tanya Chernyakova, Yonina C. Eldar:
Exploiting FRI signal structure for sub-Nyquist sampling and processing in medical ultrasound. ICASSP 2015: 5947-5951
[c116]
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Deborah Cohen, Alon Akiva, Barak Avraham, Yonina C. Eldar:
Centralized cooperative spectrum sensing from sub-Nyquist samples for Cognitive Radios. ICC 2015: 7486-7491
[c115]
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Kishore Jaganathan, Yonina C. Eldar, Babak Hassibi:
Phase retrieval with masks using convex optimization. ISIT 2015: 1655-1659
[c114]
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  - conf/itw/KipnisGE15
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Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar:
Sub-Nyquist sampling achieves optimal rate-distortion. ITW 2015: 1-5
[c113]
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Shahar Stein, Or Yair, Deborah Cohen, Yonina C. Eldar:
Joint spectrum sensing and direction of arrival recovery from sub-Nyquist samples. SPAWC 2015: 331-335
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Deborah Cohen, Alon Akiva, Barak Avraham, Stacy Patterson, Yonina C. Eldar:
Distributed cooperative spectrum sensing from sub-Nyquist samples for Cognitive Radios. SPAWC 2015: 336-340
[i95]
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Ayush Bhandari, Yonina C. Eldar, Ramesh Raskar:
Super-Resolution in Phase Space. CoRR abs/1501.07662 (2015)
[i94]
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Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar:
The Distortion Rate Function of Cyclostationary Gaussian Processes. CoRR abs/1505.05586 (2015)
[i93]
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Alexander Jung, Yonina C. Eldar, Norbert Görtz:
On the Minimax Risk of Dictionary Learning. CoRR abs/1507.05498 (2015)
[i92]
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Kishore Jaganathan, Yonina C. Eldar, Babak Hassibi:
STFT Phase Retrieval: Uniqueness Guarantees and Recovery Algorithms. CoRR abs/1508.02820 (2015)
[i91]
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Amir Burshtein, Michael Birk, Tanya Chernyakova, Alon Eilam, Arcady Kempinski, Yonina C. Eldar:
Sub-Nyquist Sampling and Fourier Domain Beamforming in Volumetric Ultrasound Imaging. CoRR abs/1508.04893 (2015)
[i90]
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Tamir Bendory, Yonina C. Eldar:
Recovery of Sparse Positive Signals on the Sphere from Low Resolution Measurements. CoRR abs/1508.06262 (2015)
[i89]
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  - journals/corr/BendoryE15a
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Tamir Bendory, Yonina C. Eldar:
A Least Squares Approach for Stable Phase Retrieval from Short-Time Fourier Transform Magnitude. CoRR abs/1510.00920 (2015)
[i88]
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Kishore Jaganathan, Yonina C. Eldar, Babak Hassibi:
Phase Retrieval: An Overview of Recent Developments. CoRR abs/1510.07713 (2015)
[i87]
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Zhuoran Yang, Zhaoran Wang, Han Liu, Yonina C. Eldar, Tong Zhang:
Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference. CoRR abs/1511.04514 (2015)
2014
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Eliahu Baransky, Gal Itzhak, Noam Wagner, Idan Shmuel, Eli Shoshan, Yonina C. Eldar:
Sub-Nyquist radar prototype: Hardware and algorithm. IEEE Trans. Aerosp. Electron. Syst. 50(2): 809-822 (2014)
[j138]
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Yuxin Chen, Andrea J. Goldsmith, Yonina C. Eldar:
Channel Capacity Under Sub-Nyquist Nonuniform Sampling. IEEE Trans. Inf. Theory 60(8): 4739-4756 (2014)
[j137]
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Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch, Zvika Ben-Haim, Yonina C. Eldar:
Minimum Variance Estimation of a Sparse Vector Within the Linear Gaussian Model: An RKHS Approach. IEEE Trans. Inf. Theory 60(10): 6555-6575 (2014)
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Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar:
Spatial Compressive Sensing for MIMO Radar. IEEE Trans. Signal Process. 62(2): 419-430 (2014)
[j135]
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Yoav Shechtman, Amir Beck, Yonina C. Eldar:
GESPAR: Efficient Phase Retrieval of Sparse Signals. IEEE Trans. Signal Process. 62(4): 928-938 (2014)
[j134]
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Zhao Tan, Yonina C. Eldar, Amir Beck, Arye Nehorai:
Smoothing and Decomposition for Analysis Sparse Recovery. IEEE Trans. Signal Process. 62(7): 1762-1774 (2014)
[j133]
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Omer Bar-Ilan, Yonina C. Eldar:
Sub-Nyquist Radar via Doppler Focusing. IEEE Trans. Signal Process. 62(7): 1796-1811 (2014)
[j132]
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Deborah Cohen, Yonina C. Eldar:
Sub-Nyquist Sampling for Power Spectrum Sensing in Cognitive Radios: A Unified Approach. IEEE Trans. Signal Process. 62(15): 3897-3910 (2014)
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Henrik Ohlsson, Yonina C. Eldar, Allen Y. Yang, S. Shankar Sastry:
Compressive Shift Retrieval. IEEE Trans. Signal Process. 62(16): 4105-4113 (2014)
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Stacy Patterson, Yonina C. Eldar, Idit Keidar:
Distributed Compressed Sensing for Static and Time-Varying Networks. IEEE Trans. Signal Process. 62(19): 4931-4946 (2014)
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Zhao Tan, Yonina C. Eldar, Arye Nehorai:
Direction of Arrival Estimation Using Co-Prime Arrays: A Super Resolution Viewpoint. IEEE Trans. Signal Process. 62(21): 5565-5576 (2014)
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Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar:
Gaussian distortion-rate function under sub-nyquist nonuniform sampling. Allerton 2014: 874-880
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Lior Weizman, Ohad Rahamim, Roey Dekel, Yonina C. Eldar, Dafna Ben-Bashat:
Exploiting similarity in adjacent slices for compressed sensing MRI. EMBC 2014: 1549-1552
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Alexander Jung, Yonina C. Eldar, Norbert Goertz:
Performance limits of dictionary learning for sparse coding. EUSIPCO 2014: 765-769
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Stephanie Bernhardt, Rémy Boyer, Sylvie Marcos, Yonina C. Eldar, Pascal Larzabal:
Cramér-Rao Bound for finite streams of pulses. EUSIPCO 2014: 984-988
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José M. Bioucas-Dias, Deborah Cohen, Yonina C. Eldar:
Covalsa: Covariance estimation from compressive measurements using alternating minimization. EUSIPCO 2014: 999-1003
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Shay Maymon, Yonina C. Eldar:
Identification of power line outages. EUSIPCO 2014: 1093-1097
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Puxiao Han, Ruixin Niu, Mengqi Ren, Yonina C. Eldar:
Distributed approximate message passing for sparse signal recovery. GlobalSIP 2014: 497-501
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Etgar Israeli, Shahar Tsiper, Deborah Cohen, Eli Shoshan, Rolf B. Hilgendorf, Alex Reysenson, Yonina C. Eldar:
Hardware calibration of the modulated wideband converter. GLOBECOM 2014: 948-953
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Deborah Cohen, Yonina C. Eldar:
Cyclic spectrum reconstruction from sub-Nyquist samples. GLOBECOM 2014: 3132-3137
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Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith:
An algorithm for exact super-resolution and phase retrieval. ICASSP 2014: 754-758
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Henrik Ohlsson, Yonina C. Eldar:
On conditions for uniqueness in sparse phase retrieval. ICASSP 2014: 1841-1845
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Kfir M. Cohen, Chen Attias, Barak Farbman, Igor Tselniker, Yonina C. Eldar:
Channel estimation in UWB channels using compressed sensing. ICASSP 2014: 1966-1970
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Michael Birk, Amir Burshtein, Tanya Chernyakova, Alon Eilam, Jung Woo Choe, Amin Nikoozadeh, Pierre Khuri-Yakub, Yonina C. Eldar:
Compressed 3D ultrasound imaging with 2D arrays. ICASSP 2014: 6919-6923
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Tom Zahavy, Oran Shayer, Deborah Cohen, Alex Tolmachev, Yonina C. Eldar:
Sub-Nyquist sampling of OFDM signals for cognitive radios. ICASSP 2014: 8092-8096
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Daniel S. Weller, Ayelet Pnueli, Ori Radzyner, Gilad Divon, Yonina C. Eldar, Jeffrey A. Fessler:
Phase retrieval of sparse signals using optimization transfer and ADMM. ICIP 2014: 1342-1346
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Zhao Tan, Arye Nehorai, Yonina C. Eldar:
Continuous sparse recovery for direction of arrival estimation with co-prime arrays. SAM 2014: 393-396
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  - conf/iscas/HammlerEM14
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Nikolaus Hammler, Yonina C. Eldar, Boris Murmann:
Low-rate identification of memory polynomials. ISCAS 2014: 1034-1037
[i86]
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Alon Gonen, Dan Rosenbaum, Yonina C. Eldar, Shai Shalev-Shwartz:
The Sample Complexity of Subspace Learning with Partial Information. CoRR abs/1402.4844 (2014)
[i85]
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Yoav Shechtman, Yonina C. Eldar, Oren Cohen, Henry N. Chapman, Jianwei Miao, Mordechai Segev:
Phase Retrieval with Application to Optical Imaging. CoRR abs/1402.7350 (2014)
[i84]
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Alon Kipnis, Andrea J. Goldsmith, Tsachy Weissman, Yonina C. Eldar:
Distortion-Rate Function of Sub-Nyquist Sampled Gaussian Sources. CoRR abs/1405.5329 (2014)
[i83]
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Lior Weizman, Yonina C. Eldar, Dafna Ben-Bashat:
The application of Compressed Sensing for Longitudinal MRI. CoRR abs/1407.2602 (2014)
[i82]
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Yonina C. Eldar, Pavel Sidorenko, Dustin G. Mixon, Shaby Barel, Oren Cohen:
Sparse Phase Retrieval from Short-Time Fourier Measurements. CoRR abs/1411.1380 (2014)
2013
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Gideon Nave, Yonina C. Eldar, Gideon F. Inbar, Alon Sinai, Hillel Pratt, Menashe Zaaroor:
Real-time change detection of steady-state evoked potentials. Biol. Cybern. 107(1): 49-59 (2013)
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  - journals/siamis/CandesESV13
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Emmanuel J. Candès, Yonina C. Eldar, Thomas Strohmer, Vladislav Voroninski:
Phase Retrieval via Matrix Completion. SIAM J. Imaging Sci. 6(1): 199-225 (2013)
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Amir Beck, Yonina C. Eldar:
Sparsity Constrained Nonlinear Optimization: Optimality Conditions and Algorithms. SIAM J. Optim. 23(3): 1480-1509 (2013)
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Yao Xie, Yonina C. Eldar, Andrea Goldsmith:
Reduced-Dimension Multiuser Detection. IEEE Trans. Inf. Theory 59(6): 3858-3874 (2013)
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Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith:
Shannon Meets Nyquist: Capacity of Sampled Gaussian Channels. IEEE Trans. Inf. Theory 59(8): 4889-4914 (2013)
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Xiao Li, Andrea Rueetschi, Anna Scaglione, Yonina C. Eldar:
Compressive Link Acquisition in Multiuser Communications. IEEE Trans. Signal Process. 61(12): 3229-3245 (2013)
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Imran Wajid, Marius Pesavento, Yonina C. Eldar, Dana Ciochina:
Robust Downlink Beamforming With Partial Channel State Information for Conventional and Cognitive Radio Networks. IEEE Trans. Signal Process. 61(14): 3656-3670 (2013)
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Yuejie Chi, Yonina C. Eldar, A. Robert Calderbank:
PETRELS: Parallel Subspace Estimation and Tracking by Recursive Least Squares From Partial Observations. IEEE Trans. Signal Process. 61(23): 5947-5959 (2013)
[c94]
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Alon Kipnis, Andrea J. Goldsmith, Tsachy Weissman, Yonina C. Eldar:
Distortion rate function of sub-Nyquist sampled Gaussian sources corrupted by noise. Allerton 2013: 901-908
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Yoav Shechtman, Alexander Szameit, Eliyahu Osherovich, Pavel Sidorenko, Oren Cohen, Yonina C. Eldar, Mordechai Segev:
Sparsity based super-resolution in optical measurements. CAMSAP 2013: 204-207
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  - conf/camsap/CohenREC13
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Deborah Cohen, Eric Rebeiz, Yonina C. Eldar, Danijela Cabric:
Cyclostationary detection from sub-Nyquist samples for Cognitive Radios: Model reconciliation. CAMSAP 2013: 384-387
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Amir Beck, Yonina C. Eldar, Yoav Shechtman:
Nonlinear compressed sensing with application to phase retrieval. GlobalSIP 2013: 617
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Stacy Patterson, Yonina C. Eldar, Idit Keidar:
Distributed compressed sensing in dynamic networks. GlobalSIP 2013: 903-906
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Alon Eilam, Tanya Chernyakova, Yonina C. Eldar, Arcady Kempinski:
Sub-Nyquist medical ultrasound imaging: En route to cloud processing. GlobalSIP 2013: 1017-1020
[c88]
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Deborah Cohen, Yonina C. Eldar:
Sub-Nyquist power spectrum reconstruction and support detection for cognitive radios. GlobalSIP 2013: 1170-1173
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Tanya Chernyakova, Yonina C. Eldar, Ron Amit:
Fourier domain beamforming for medical ultrasound. ICASSP 2013: 924-928
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Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar:
Conditions for target recovery in spatial compressive sensing for MIMO radar. ICASSP 2013: 4115-4119
[c85]
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Stacy Patterson, Yonina C. Eldar, Idit Keidar:
Distributed sparse signal recovery for sensor networks. ICASSP 2013: 4494-4498
[c84]
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Amir Beck, Yonina C. Eldar:
Sparse signal recovery from nonlinear measurements. ICASSP 2013: 5464-5468
[c83]
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Henrik Ohlsson, Yonina C. Eldar, Allen Y. Yang, Shankar S. Sastry:
Compressive shift retrieval. ICASSP 2013: 6034-6038
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Tirza Routtenberg, Yonina C. Eldar, Lang Tong:
Maximum likelihood estimation under partial sparsity constraints. ICASSP 2013: 6421-6425
[c81]
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Omer Bar-Ilan, Yonina C. Eldar:
A Doppler focusing approach for sub-Nyquist radar. ICASSP 2013: 6531-6535
[c80]
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Yuxin Chen, Andrea J. Goldsmith, Yonina C. Eldar:
Minimax universal sampling for compound multiband channels. ISIT 2013: 1032-1036
[c79]
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Deborah Cohen, Eric Rebeiz, Yonina C. Eldar, Danijela Cabric:
Cyclic spectrum reconstruction and cyclostationary detection from sub-Nyquist samples. SPAWC 2013: 425-429
[i81]
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  - journals/corr/abs-1301-1018
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Yoav Shechtman, Amir Beck, Yonina C. Eldar:
GESPAR: Efficient Phase Retrieval of Sparse Signals. CoRR abs/1301.1018 (2013)
[i80]
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Henrik Ohlsson, Yonina C. Eldar, Allen Y. Yang, Shankar S. Sastry:
Compressive Shift Retrieval. CoRR abs/1303.4996 (2013)
[i79]
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  - journals/corr/abs-1304-3886
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Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch, Zvika Ben-Haim, Yonina C. Eldar:
Minimum Variance Estimation of a Sparse Vector within the Linear Gaussian Model: An RKHS Approach. CoRR abs/1304.3886 (2013)
[i78]
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Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar:
Spatial Compressive Sensing for MIMO Radar. CoRR abs/1304.4578 (2013)
[i77]
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Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney:
Subspace Detection from Structured Union of Subspaces via Linear Sampling. CoRR abs/1304.6281 (2013)
[i76]
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Yuxin Chen, Andrea Goldsmith, Yonina C. Eldar:
Minimax Capacity Loss under Sub-Nyquist Universal Sampling. CoRR abs/1304.7751 (2013)
[i75]
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Tanya Chernyakova, Yonina C. Eldar:
Fourier Domain Beamforming: The Path to Compressed Ultrasound Imaging. CoRR abs/1307.6345 (2013)
[i74]
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Zhao Tan, Yonina C. Eldar, Amir Beck, Arye Nehorai:
Smoothing and Decomposition for Analysis Sparse Recovery. CoRR abs/1308.5000 (2013)
[i73]
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Deborah Cohen, Yonina C. Eldar:
Sub-Nyquist Sampling for Power Spectrum Sensing in Cognitive Radios: A Unified Approach. CoRR abs/1308.5149 (2013)
[i72]
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Henrik Ohlsson, Yonina C. Eldar:
On Conditions for Uniqueness in Sparse Phase Retrieval. CoRR abs/1308.5447 (2013)
[i71]
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Stacy Patterson, Yonina C. Eldar, Idit Keidar:
Distributed Compressed Sensing For Static and Time-Varying Networks. CoRR abs/1308.6086 (2013)
[i70]
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Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith:
An Algorithm for Exact Super-resolution and Phase Retrieval. CoRR abs/1310.7552 (2013)
[i69]
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Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney:
Recovery of Sparse Matrices via Matrix Sketching. CoRR abs/1311.2448 (2013)
[i68]
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Yuxin Chen, Andrea J. Goldsmith, Yonina C. Eldar:
Backing off from Infinity: Tight Performance Bounds for Large Random Vector Channels. CoRR abs/1312.2574 (2013)
[i67]
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Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar:
Multi-Branch Matching Pursuit with applications to MIMO radar. CoRR abs/1312.5765 (2013)
[i66]
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Zhao Tan, Yonina C. Eldar, Arye Nehorai:
Direction of Arrival Estimation Using Co-prime Arrays: A Super Resolution Viewpoint. CoRR abs/1312.7793 (2013)
2012
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Xiao Li, Andrea Rueetschi, Yonina C. Eldar, Anna Scaglione:
GPS signal acquisition via compressive multichannel sampling. Phys. Commun. 5(2): 173-184 (2012)
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Mike E. Davies, Yonina C. Eldar:
Rank Awareness in Joint Sparse Recovery. IEEE Trans. Inf. Theory 58(2): 1135-1146 (2012)
[j118]
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Zvika Ben-Haim, Tomer Michaeli, Yonina C. Eldar:
Performance Bounds and Design Criteria for Estimating Finite Rate of Innovation Signals. IEEE Trans. Inf. Theory 58(8): 4993-5015 (2012)
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Tomer Michaeli, Yonina C. Eldar:
Xampling at the Rate of Innovation. IEEE Trans. Signal Process. 60(3): 1121-1133 (2012)
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Ewa Matusiak, Yonina C. Eldar:
Sub-Nyquist Sampling of Short Pulses. IEEE Trans. Signal Process. 60(3): 1134-1148 (2012)
[j115]
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Tomer Michaeli, Daniel Sigalov, Yonina C. Eldar:
Partially Linear Estimation With Application to Sparse Signal Recovery From Measurement Pairs. IEEE Trans. Signal Process. 60(5): 2125-2137 (2012)
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Tomer Peleg, Yonina C. Eldar, Michael Elad:
Exploiting Statistical Dependencies in Sparse Representations for Signal Recovery. IEEE Trans. Signal Process. 60(5): 2286-2303 (2012)
[j113]
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Lihi Zelnik-Manor, Kevin Rosenblum, Yonina C. Eldar:
Dictionary Optimization for Block-Sparse Representations. IEEE Trans. Signal Process. 60(5): 2386-2395 (2012)
[j112]
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Noam Wagner, Yonina C. Eldar, Zvi Friedman:
Compressed Beamforming in Ultrasound Imaging. IEEE Trans. Signal Process. 60(9): 4643-4657 (2012)
[c78]
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Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar:
Compressive sensing with unknown parameters. ACSCC 2012: 436-440
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Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar:
Spatial compressive sensing in MIMO radar with random arrays. CISS 2012: 1-6
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Tomer Michaeli, Daniel Sigalov, Yonina C. Eldar:
Partially Linear Estimation with Application to Image Deblurring Using Blurred/Noisy Image Pairs. LVA/ICA 2012: 9-16
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Tomer Michaeli, Yonina C. Eldar, Guillermo Sapiro:
Semi-supervised multi-domain regression with distinct training sets. ICASSP 2012: 2145-2148
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Xiao Li, Andrea Rueetschi, Anna Scaglione, Yonina C. Eldar:
Optimal sampling structure for asynchronous multi-access channels. ICASSP 2012: 2993-2996
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Yuejie Chi, Yonina C. Eldar, A. Robert Calderbank:
PETRELS: Subspace estimation and tracking from partial observations. ICASSP 2012: 3301-3304
[c72]
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Noam Wagner, Yonina C. Eldar, Arie Feuer, Zvi Friedman:
Compressed beamforming with applications to ultrasound imaging. ICASSP 2012: 3641-3644
[c71]
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Tomer Michaeli, Yonina C. Eldar:
Optimization-based recovery from rate of innovation samples. ICASSP 2012: 3649-3652
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Douglas Adams, Chester Sungchung Park, Yonina C. Eldar, Boris Murmann:
Towards an integrated circuit design of a compressed sampling wireless receiver. ICASSP 2012: 5305-5308
[c69]
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Jonathan I. Tamir, Theodore S. Rappaport, Yonina C. Eldar, Ahsan Aziz:
Analog compressed sensing for RF propagation channel sounding. ICASSP 2012: 5317-5320
[c68]
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Yao Xie, Yonina C. Eldar, Andrea J. Goldsmith:
Reduced-dimension multiuser detection. ICC 2012: 2265-2269
[c67]
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Noam Wagner, Yonina C. Eldar, Arie Feuer, Zvi Friedman:
Compressed beamforming applied to B-mode ultrasound imaging. ISBI 2012: 1080-1083
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Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith:
Channel capacity under general nonuniform sampling. ISIT 2012: 855-859
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Mark A. Davenport, Marco F. Duarte, Yonina C. Eldar, Gitta Kutyniok:
Introduction to compressed sensing. Compressed Sensing 2012: 1-64
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Moshe Mishali, Yonina C. Eldar:
Xampling: compressed sensing of analog signals. Compressed Sensing 2012: 88-147
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Jose Antonio Urigüen, Yonina C. Eldar, Pier Luigi Dragotti, Zvika Ben-Haim:
Sampling at the rate of innovation: theory and applications. Compressed Sensing 2012: 148-209
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Yonina C. Eldar, Gitta Kutyniok:
Compressed Sensing. Cambridge University Press 2012, ISBN 9780511794308 [contents]
[i65]
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Noam Wagner, Yonina C. Eldar, Arie Feuer, Zvi Friedman:
Compressed Beamforming Applied to B-Mode Ultrasound Imaging. CoRR abs/1201.1200 (2012)
[i64]
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Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith:
Channel Capacity under General Nonuniform Sampling. CoRR abs/1202.0871 (2012)
[i63]
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Noam Wagner, Yonina C. Eldar, Arie Feuer, Zvi Friedman:
Compressed Beamforming in Ultrasound Imaging. CoRR abs/1202.6037 (2012)
[i62]
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  - journals/corr/abs-1203-4422
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Tomer Michaeli, Yonina C. Eldar, Guillermo Sapiro:
Semi-Supervised Single- and Multi-Domain Regression with Multi-Domain Training. CoRR abs/1203.4422 (2012)
[i61]
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Amir Beck, Yonina C. Eldar:
Sparsity Constrained Nonlinear Optimization: Optimality Conditions and Algorithms. CoRR abs/1203.4580 (2012)
[i60]
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Eliyahu Osherovich, Oren Cohen, Yonina C. Eldar, Mordechai Segev:
Designing and using prior data in Ankylography: Recovering a 3D object from a single diffraction intensity pattern. CoRR abs/1203.4757 (2012)
[i59]
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Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith:
Channel Capacity under Sub-Nyquist Nonuniform Sampling. CoRR abs/1204.6049 (2012)
[i58]
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  - journals/corr/abs-1207-6353
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Yuejie Chi, Yonina C. Eldar, A. Robert Calderbank:
PETRELS: Parallel Estimation and Tracking of Subspace by Recursive Least Squares from Partial Observations. CoRR abs/1207.6353 (2012)
[i57]
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Eliahu Baransky, Gal Itzhak, Idan Shmuel, Noam Wagner, Eli Shoshan, Yonina C. Eldar:
A Sub-Nyquist Radar Prototype: Hardware and Algorithms. CoRR abs/1208.2515 (2012)
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Xiao Li, Andrea Rueetschi, Anna Scaglione, Yonina C. Eldar:
Compressive Link Acquisition in Multiuser Communications. CoRR abs/1209.3804 (2012)
[i55]
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Omer Bar-Ilan, Yonina C. Eldar:
Sub-Nyquist Radar via Doppler Focusing. CoRR abs/1211.0722 (2012)
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Yonina C. Eldar, Shahar Mendelson:
Phase Retrieval: Stability and Recovery Guarantees. CoRR abs/1211.0872 (2012)
[i53]
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Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar, Babak Hassibi:
Simultaneously Structured Models with Application to Sparse and Low-rank Matrices. CoRR abs/1212.3753 (2012)
[i52]
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Tanya Chernyakova, Yonina C. Eldar, Ron Amit:
Fourier Domain Beamforming for Medical Ultrasound. CoRR abs/1212.4940 (2012)
[i51]
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Stacy Patterson, Yonina C. Eldar, Idit Keidar:
Distributed Sparse Signal Recovery For Sensor Networks. CoRR abs/1212.6009 (2012)
2011
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Orr Srour, Jamey D. Young, Yonina C. Eldar:
Fluxomers: a new approach for ¹³C metabolic flux analysis. BMC Syst. Biol. 5: 129 (2011)
[j110]
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Moshe Mishali, Yonina C. Eldar, Oleg Dounaevsky, Eli Shoshan:
Xampling: Analog to digital at sub-Nyquist rates. IET Circuits Devices Syst. 5(1): 8-20 (2011)
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Zvika Ben-Haim, Yonina C. Eldar:
Near-Oracle Performance of Greedy Block-Sparse Estimation Techniques From Noisy Measurements. IEEE J. Sel. Top. Signal Process. 5(5): 1032-1047 (2011)
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Yonina C. Eldar, Deanna Needell:
Acceleration of randomized Kaczmarz method via the Johnson-Lindenstrauss Lemma. Numer. Algorithms 58(2): 163-177 (2011)
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Ery Arias-Castro, Yonina C. Eldar:
Noise Folding in Compressed Sensing. IEEE Signal Process. Lett. 18(8): 478-481 (2011)
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Moshe Mishali, Yonina C. Eldar:
Wideband Spectrum Sensing at Sub-Nyquist Rates [Applications Corner]. IEEE Signal Process. Mag. 28(4): 102-135 (2011)
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Moshe Mishali, Yonina C. Eldar:
Sub-Nyquist Sampling. IEEE Signal Process. Mag. 28(6): 98-124 (2011)
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Sivan Gleichman, Yonina C. Eldar:
Blind Compressed Sensing. IEEE Trans. Inf. Theory 57(10): 6958-6975 (2011)
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Alexander Jung, Zvika Ben-Haim, Franz Hlawatsch, Yonina C. Eldar:
Unbiased Estimation of a Sparse Vector in White Gaussian Noise. IEEE Trans. Inf. Theory 57(12): 7856-7876 (2011)
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Kfir Gedalyahu, Ronen Tur, Yonina C. Eldar:
Multichannel Sampling of Pulse Streams at the Rate of Innovation. IEEE Trans. Signal Process. 59(4): 1491-1504 (2011)
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Ronen Tur, Yonina C. Eldar, Zvi Friedman:
Innovation Rate Sampling of Pulse Streams With Application to Ultrasound Imaging. IEEE Trans. Signal Process. 59(4): 1827-1842 (2011)
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Tomer Michaeli, Yonina C. Eldar:
Hidden Relationships: Bayesian Estimation With Partial Knowledge. IEEE Trans. Signal Process. 59(5): 1933-1948 (2011)
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Tomer Michaeli, Volker Pohl, Yonina C. Eldar:
U-Invariant Sampling: Extrapolation and Causal Interpolation From Generalized Samples. IEEE Trans. Signal Process. 59(5): 2085-2100 (2011)
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Waheed U. Bajwa, Kfir Gedalyahu, Yonina C. Eldar:
Identification of Parametric Underspread Linear Systems and Super-Resolution Radar. IEEE Trans. Signal Process. 59(6): 2548-2561 (2011)
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Marco F. Duarte, Yonina C. Eldar:
Structured Compressed Sensing: From Theory to Applications. IEEE Trans. Signal Process. 59(9): 4053-4085 (2011)
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Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar:
C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework. IEEE Trans. Signal Process. 59(9): 4183-4198 (2011)
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Lihi Zelnik-Manor, Kevin Rosenblum, Yonina C. Eldar:
Sensing Matrix Optimization for Block-Sparse Decoding. IEEE Trans. Signal Process. 59(9): 4300-4312 (2011)
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Moshe Mishali, Yonina C. Eldar, Asaf Elron:
Xampling: Signal Acquisition and Processing in Union of Subspaces. IEEE Trans. Signal Process. 59(10): 4719-4734 (2011)
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Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar:
Global methods for compressive sensing in MIMO radar with distributed sensors. ACSCC 2011: 1506-1510
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Yuxin Chen, Andrea J. Goldsmith, Yonina C. Eldar:
Shannon meets Nyquist: The interplay between capacity and sampling. Allerton 2011: 1090-1097
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Deborah Cohen, Eric Rebeiz, Varun Jain, Yonina C. Eldar, Danijela Cabric:
Cyclostationary feature detection from sub-Nyquist samples. CAMSAP 2011: 333-336
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Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith:
Shannon meets Nyquist: Capacity limits of sampled analog channels. ICASSP 2011: 3104-3107
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Tomer Michaeli, Yonina C. Eldar, Volker Pohl:
Causal signal recovery from U-invariant samples. ICASSP 2011: 3900-3903
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Ewa Matusiak, Yonina C. Eldar:
Sub-Nyquist sampling of short pulses. ICASSP 2011: 3944-3947
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Waheed U. Bajwa, Kfir Gedalyahu, Yonina C. Eldar:
On the identification of parametric underspread linear systems. ICASSP 2011: 4088-4091
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Volker Pohl, Yonina C. Eldar:
Signal recovery in shift-invariant spaces from partial frequency data. ICASSP 2011: 4200-4203
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Tomer Faktor, Yonina C. Eldar, Michael Elad:
Denoising of image patches via sparse representations with learned statistical dependencies. ICASSP 2011: 5820-5823
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Moshe Mishali, Rolf B. Hilgendorf, Eli Shoshan, Ina Rivkin, Yonina C. Eldar:
Generic sensing hardware and real-time reconstruction for structured analog signals. ISCAS 2011: 1748-1751
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Rolf B. Hilgendorf, Moshe Mishali, Yonina C. Eldar, Eli Shoshan, Ina Rivkin:
Live demonstration: MWC for real-time application. ISCAS 2011: 2002
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Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith:
Approaching the capacity of sampled analog channels. ITW 2011: 15-19
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  - journals/corr/abs-1103-2469
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Jorge G. Silva, Minhua Chen, Yonina C. Eldar, Guillermo Sapiro, Lawrence Carin:
Blind Compressed Sensing Over a Structured Union of Subspaces. CoRR abs/1103.2469 (2011)
[i49]
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Moshe Mishali, Yonina C. Eldar:
Xampling: Compressed Sensing of Analog Signals. CoRR abs/1103.2960 (2011)
[i48]
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Yonina C. Eldar, Deanna Needell, Yaniv Plan:
Unicity conditions for low-rank matrix recovery. CoRR abs/1103.5479 (2011)
[i47]
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Tomer Michaeli, Daniel Sigalov, Yonina C. Eldar:
Partially Linear Bayesian Estimation with Application to Sparse Approximations. CoRR abs/1103.5639 (2011)
[i46]
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Ery Arias-Castro, Yonina C. Eldar:
Noise Folding in Compressed Sensing. CoRR abs/1104.3833 (2011)
[i45]
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Yoav Shechtman, Yonina C. Eldar, Alexander Szameit, Mordechai Segev:
Sparsity based sub-wavelength imaging with partially incoherent light via quadratic compressed sensing. CoRR abs/1104.4406 (2011)
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Noam Wagner, Yonina C. Eldar, Arie Feuer, Gilad Danin, Zvi Friedman:
Xampling in Ultrasound Imaging. CoRR abs/1104.5327 (2011)
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Tomer Michaeli, Yonina C. Eldar:
Xampling at the Rate of Innovation. CoRR abs/1105.3326 (2011)
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  - journals/corr/abs-1106-4514
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Moshe Mishali, Yonina C. Eldar:
Sub-Nyquist Sampling: Bridging Theory and Practice. CoRR abs/1106.4514 (2011)
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Marco F. Duarte, Yonina C. Eldar:
Structured Compressed Sensing: From Theory to Applications. CoRR abs/1106.6224 (2011)
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Xiao Li, Andrea Rueetschi, Yonina C. Eldar, Anna Scaglione:
GPS Signal Acquisition via Compressive Multichannel Sampling. CoRR abs/1107.3636 (2011)
[i39]
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Emmanuel J. Candès, Yonina C. Eldar, Thomas Strohmer, Vladislav Voroninski:
Phase Retrieval via Matrix Completion. CoRR abs/1109.0573 (2011)
[i38]
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Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith:
Shannon Meets Nyquist: Capacity Limits of Sampled Analog Channels. CoRR abs/1109.5415 (2011)
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Yao Xie, Yonina C. Eldar, Andrea J. Goldsmith:
Reduced-Dimension Multiuser Detection. CoRR abs/1109.6303 (2011)
[i36]
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Yao Xie, Yonina C. Eldar, Andrea J. Goldsmith:
Reduced-dimension multiuser detection: detectors and performance guarantees. CoRR abs/1110.3264 (2011)
[i35]
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Stephan Dahlke, Michael Elad, Yonina C. Eldar, Gitta Kutyniok, Gerd Teschke:
Sparse Representations and Efficient Sensing of Data (Dagstuhl Seminar 11051). Dagstuhl Reports 1(1): 108-127 (2011)
2010
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Rick Chartrand, Richard G. Baraniuk, Yonina C. Eldar, Mário A. T. Figueiredo, Jared Tanner:
Introduction to the Issue on Compressive Sensing. IEEE J. Sel. Top. Signal Process. 4(2): 241-243 (2010)
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Moshe Mishali, Yonina C. Eldar:
From Theory to Practice: Sub-Nyquist Sampling of Sparse Wideband Analog Signals. IEEE J. Sel. Top. Signal Process. 4(2): 375-391 (2010)
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  - journals/siammax/BeckE10
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Amir Beck, Yonina C. Eldar:
Structured Total Maximum Likelihood: An Alternative to Structured Total Least Squares. SIAM J. Matrix Anal. Appl. 31(5): 2623-2649 (2010)
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Tomer Faktor, Tomer Michaeli, Yonina C. Eldar:
Nonlinear and Nonideal Sampling Revisited. IEEE Signal Process. Lett. 17(2): 205-208 (2010)
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Yonina C. Eldar, Holger Rauhut:
Average case analysis of multichannel sparse recovery using convex relaxation. IEEE Trans. Inf. Theory 56(1): 505-519 (2010)
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Ami Wiesel, Yonina C. Eldar, Alfred O. Hero III:
Covariance estimation in decomposable Gaussian graphical models. IEEE Trans. Signal Process. 58(3): 1482-1492 (2010)
[j87]
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Ewa Matusiak, Tomer Michaeli, Yonina C. Eldar:
Noninvertible gabor transforms. IEEE Trans. Signal Process. 58(5): 2597-2612 (2010)
[j86]
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Yonina C. Eldar, Volker Pohl:
Recovering signals from lowpass data. IEEE Trans. Signal Process. 58(5): 2636-2646 (2010)
[j85]
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Kfir Gedalyahu, Yonina C. Eldar:
Time-delay estimation from low-rate samples: a union of subspaces approach. IEEE Trans. Signal Process. 58(6): 3017-3031 (2010)
[j84]
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Yonina C. Eldar, Patrick Kuppinger, Helmut Bölcskei:
Block-sparse signals: uncertainty relations and efficient recovery. IEEE Trans. Signal Process. 58(6): 3042-3054 (2010)
[j83]
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Zvika Ben-Haim, Yonina C. Eldar:
The Cramér-Rao bound for estimating a sparse parameter vector. IEEE Trans. Signal Process. 58(6): 3384-3389 (2010)
[j82]
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Yilun Chen, Ami Wiesel, Yonina C. Eldar, Alfred O. Hero III:
Shrinkage algorithms for MMSE covariance estimation. IEEE Trans. Signal Process. 58(10): 5016-5029 (2010)
[j81]
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Zvika Ben-Haim, Yonina C. Eldar, Michael Elad:
Coherence-based performance guarantees for estimating a sparse vector under random noise. IEEE Trans. Signal Process. 58(10): 5030-5043 (2010)
[c53]
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Kevin Rosenblum, Lihi Zelnik-Manor, Yonina C. Eldar:
Dictionary Optimization for Block-Sparse Representations. AAAI Fall Symposium: Manifold Learning and Its Applications 2010
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  - conf/allerton/XieEG10
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Yao Xie, Yonina C. Eldar, Andrea Goldsmith:
Reduced-dimension multiuser detection. Allerton 2010: 584-590
[c51]
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Tomer Faktor, Tomer Michaeli, Yonina C. Eldar:
Motion blur removal in nonlinear sensors. Computational Imaging 2010: 75330
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Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar:
Collaborative hierarchical sparse modeling. CISS 2010: 1-6
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Moshe Mishali, Yonina C. Eldar:
Xampling: Analog Data Compression. DCC 2010: 366-375
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  - conf/globecom/WajidPEG10
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Imran Wajid, Marius Pesavento, Yonina C. Eldar, Alex B. Gershman:
Robust Downlink Beamforming for Cognitive Radio Networks. GLOBECOM 2010: 1-5
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Sivan Gleichman, Yonina C. Eldar:
Blind Compressed Sensing: Theory. LVA/ICA 2010: 386-393
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Tomer Michaeli, Yonina C. Eldar:
A minimax approach to Bayesian estimation with partial knowledge of the observation model. ICASSP 2010: 1902-1905
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Zvika Ben-Haim, Yonina C. Eldar, Michael Elad:
Coherence-based near-oracle performance guarantees for sparse estimation under Gaussian noise. ICASSP 2010: 3590-3593
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Moshe Mishali, Asaf Elron, Yonina C. Eldar:
Sub-Nyquist processing with the modulated wideband converter. ICASSP 2010: 3626-3629
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  - conf/icassp/ChenMEH10
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Yilun Chen, Moshe Mishali, Yonina C. Eldar, Alfred O. Hero III:
Modulated wideband converter with non-ideal lowpass filters. ICASSP 2010: 3630-3633
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Kfir Gedalyahu, Yonina C. Eldar:
Time delay estimation: Compressed sensing over an infinite union of subspaces. ICASSP 2010: 3902-3905
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Alexander Jung, Zvika Ben-Haim, Franz Hlawatsch, Yonina C. Eldar:
On unbiased estimation of sparse vectors corrupted by Gaussian noise. ICASSP 2010: 3990-3993
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Tomer Michaeli, Yonina C. Eldar:
Optimization techniques in modern sampling theory. Convex Optimization in Signal Processing and Communications 2010: 266-314
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Daniel P. Palomar, Yonina C. Eldar:
Convex Optimization in Signal Processing and Communications. Cambridge University Press 2010, ISBN 978-0-521-76222-9 [contents]
[i34]
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  - journals/corr/abs-1002-0110
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Alexander Jung, Zvika Ben-Haim, Franz Hlawatsch, Yonina C. Eldar:
On Unbiased Estimation of Sparse Vectors Corrupted by Gaussian Noise. CoRR abs/1002.0110 (2010)
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  - journals/corr/abs-1002-2586
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Sivan Gleichman, Yonina C. Eldar:
Blind Compressed Sensing. CoRR abs/1002.2586 (2010)
[i32]
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Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar:
Collaborative Hierarchical Sparse Modeling. CoRR abs/1003.0400 (2010)
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  - journals/corr/abs-1003-2822
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Ronen Tur, Yonina C. Eldar, Zvi Friedman:
Low Rate Sampling of Pulse Streams with Application to Ultrasound Imaging. CoRR abs/1003.2822 (2010)
[i30]
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  - journals/corr/abs-1003-3985
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Raja Giryes, Michael Elad, Yonina C. Eldar:
The Projected GSURE for Automatic Parameter Tuning in Iterative Shrinkage Methods. CoRR abs/1003.3985 (2010)
[i29]
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  - journals/corr/abs-1004-4529
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Mike E. Davies, Yonina C. Eldar:
Rank Awareness in Joint Sparse Recovery. CoRR abs/1004.4529 (2010)
[i28]
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  - journals/corr/abs-1004-5070
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Kfir Gedalyahu, Ronen Tur, Yonina C. Eldar:
Multichannel Sampling of Pulse Streams at the Rate of Innovation. CoRR abs/1004.5070 (2010)
[i27]
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Kevin Rosenblum, Lihi Zelnik-Manor, Yonina C. Eldar:
Dictionary Optimization for Block-Sparse Representations. CoRR abs/1005.0202 (2010)
[i26]
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  - journals/corr/abs-1005-2613
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Emmanuel J. Candès, Yonina C. Eldar, Deanna Needell:
Compressed Sensing with Coherent and Redundant Dictionaries. CoRR abs/1005.2613 (2010)
[i25]
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Alexander Jung, Zvika Ben-Haim, Franz Hlawatsch, Yonina C. Eldar:
Unbiased Estimation of a Sparse Vector in White Gaussian Noise. CoRR abs/1005.5697 (2010)
[i24]
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  - journals/corr/abs-1006-1346
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Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar:
C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework. CoRR abs/1006.1346 (2010)
[i23]
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  - journals/corr/abs-1008-0851
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Waheed U. Bajwa, Kfir Gedalyahu, Yonina C. Eldar:
Identification of Underspread Linear Systems with Application to Super-Resolution Radar. CoRR abs/1008.0851 (2010)
[i22]
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  - journals/corr/abs-1009-0906
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Zvika Ben-Haim, Yonina C. Eldar:
Near-Oracle Performance of Greedy Block-Sparse Estimation Techniques from Noisy Measurements. CoRR abs/1009.0906 (2010)
[i21]
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Moshe Mishali, Yonina C. Eldar:
Wideband Spectrum Sensing at Sub-Nyquist Rates. CoRR abs/1009.1305 (2010)
[i20]
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  - journals/corr/abs-1009-1533
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Kevin Rosenblum, Lihi Zelnik-Manor, Yonina C. Eldar:
Sensing Matrix Optimization for Block-Sparse Decoding. CoRR abs/1009.1533 (2010)
[i19]
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  - journals/corr/abs-1009-2221
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Zvika Ben-Haim, Tomer Michaeli, Yonina C. Eldar:
Performance Bounds and Design Criteria for Estimating Finite Rate of Innovation Signals. CoRR abs/1009.2221 (2010)
[i18]
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  - journals/corr/abs-1009-3353
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Sebastian Schmutzhard, Alexander Jung, Franz Hlawatsch, Zvika Ben-Haim, Yonina C. Eldar:
A Lower Bound on the Estimator Variance for the Sparse Linear Model. CoRR abs/1009.3353 (2010)
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  - journals/corr/abs-1010-3132
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Ewa Matusiak, Yonina C. Eldar:
Sub-Nyquist Sampling of Short Pulses: Part I. CoRR abs/1010.3132 (2010)
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  - journals/corr/abs-1010-5734
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Tomer Faktor, Yonina C. Eldar, Michael Elad:
Exploiting Statistical Dependencies in Sparse Representations for Signal Recovery. CoRR abs/1010.5734 (2010)

2000 – 2009

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What is the meaning of the colors in the publication lists?

2009
[j80]
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Sergiy A. Vorobyov, Shuguang Cui, Yonina C. Eldar, Wing-Kin Ma, Wolfgang Utschick:
Optimization Techniques in Wireless Communications. EURASIP J. Wirel. Commun. Netw. 2009 (2009)
[j79]
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Omer Bobrowski, Ron Meir, Yonina C. Eldar:
Bayesian Filtering in Spiking Neural Networks: Noise, Adaptation, and Multisensory Integration. Neural Comput. 21(5): 1277-1320 (2009)
[j78]
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Zvika Ben-Haim, Yonina C. Eldar:
On the Constrained CramÉr-Rao Bound With a Singular Fisher Information Matrix. IEEE Signal Process. Lett. 16(6): 453-456 (2009)
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Tsvi G. Dvorkind, Yonina C. Eldar:
Robust and Consistent Sampling. IEEE Signal Process. Lett. 16(9): 739-742 (2009)
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Yonina C. Eldar, Tomer Michaeli:
Beyond bandlimited sampling. IEEE Signal Process. Mag. 26(3): 48-68 (2009)
[j75]
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Zvika Ben-Haim, Yonina C. Eldar:
A lower bound on the Bayesian MSE based on the optimal bias function. IEEE Trans. Inf. Theory 55(11): 5179-5196 (2009)
[j74]
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Yonina C. Eldar, Moshe Mishali:
Robust recovery of signals from a structured union of subspaces. IEEE Trans. Inf. Theory 55(11): 5302-5316 (2009)
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Yonina C. Eldar:
Uncertainty relations for shift-invariant analog signals. IEEE Trans. Inf. Theory 55(12): 5742-5757 (2009)
[j72]
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Yonina C. Eldar:
Generalized SURE for Exponential Families: Applications to Regularization. IEEE Trans. Signal Process. 57(2): 471-481 (2009)
[j71]
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  - journals/tsp/MichaeliE09
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Tomer Michaeli, Yonina C. Eldar:
High-Rate Interpolation of Random Signals From Nonideal Samples. IEEE Trans. Signal Process. 57(3): 977-992 (2009)
[j70]
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Moshe Mishali, Yonina C. Eldar:
Blind Multiband Signal Reconstruction: Compressed Sensing for Analog Signals. IEEE Trans. Signal Process. 57(3): 993-1009 (2009)
[j69]
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  - journals/tsp/Eldar09a
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Yonina C. Eldar:
Compressed sensing of analog signals in shift-invariant spaces. IEEE Trans. Signal Process. 57(8): 2986-2997 (2009)
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  - conf/icassp/WajidEG09
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Imran Wajid, Yonina C. Eldar, Alex B. Gershman:
Robust downlink beamforming using covariance channel state information. ICASSP 2009: 2285-2288
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Yonina C. Eldar, Helmut Bölcskei:
Block-sparsity: Coherence and efficient recovery. ICASSP 2009: 2885-2888
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Yonina C. Eldar:
Analog compressed sensing. ICASSP 2009: 2949-2952
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Moshe Mishali, Yonina C. Eldar:
Sparse source separation from orthogonal mixtures. ICASSP 2009: 3145-3148
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Yonina C. Eldar, Moshe Mishali:
Block sparsity and sampling over a union of subspaces. DPS 2009: 1-8
[i15]
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Moshe Mishali, Yonina C. Eldar, Joel A. Tropp:
Efficient Sampling of Sparse Wideband Analog Signals. CoRR abs/0901.3950 (2009)
[i14]
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  - journals/corr/abs-0902-4291
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Moshe Mishali, Yonina C. Eldar:
From Theory to Practice: Sub-Nyquist Sampling of Sparse Wideband Analog Signals. CoRR abs/0902.4291 (2009)
[i13]
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  - journals/corr/abs-0904-0494
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Yonina C. Eldar, Holger Rauhut:
Average Case Analysis of Multichannel Sparse Recovery Using Convex Relaxation. CoRR abs/0904.0494 (2009)
[i12]
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Kfir Gedalyahu, Yonina C. Eldar:
Low Rate Sampling Schemes for Time Delay Estimation. CoRR abs/0905.2429 (2009)
[i11]
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Zvika Ben-Haim, Yonina C. Eldar:
The Cramer-Rao Bound for Sparse Estimation. CoRR abs/0905.4378 (2009)
[i10]
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  - journals/corr/abs-0906-3173
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Yonina C. Eldar, Patrick Kuppinger, Helmut Bölcskei:
Compressed Sensing of Block-Sparse Signals: Uncertainty Relations and Efficient Recovery. CoRR abs/0906.3173 (2009)
[i9]
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  - journals/corr/abs-0907-3576
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Yonina C. Eldar, Volker Pohl:
Recovering Signals from Lowpass Data. CoRR abs/0907.3576 (2009)
[i8]
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  - journals/corr/abs-0909-5179
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Moshe Mishali, Yonina C. Eldar:
Expected RIP: Conditioning of The Modulated Wideband Converter. CoRR abs/0909.5179 (2009)
[i7]
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  - journals/corr/abs-0911-0519
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Moshe Mishali, Yonina C. Eldar, Asaf Elron:
Xampling--Part I: Practice. CoRR abs/0911.0519 (2009)
2008
[j68]
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  - journals/spm/KayE08
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Steven Kay, Yonina C. Eldar:
Rethinking biased estimation [Lecture Notes]. IEEE Signal Process. Mag. 25(3): 133-136 (2008)
[j67]
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Zvika Ben-Haim, Yonina C. Eldar:
A Comment on the Weiss-Weinstein Bound for Constrained Parameter Sets. IEEE Trans. Inf. Theory 54(10): 4682-4684 (2008)
[j66]
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Yonina C. Eldar, Amir Beck, Marc Teboulle:
A Minimax Chebyshev Estimator for Bounded Error Estimation. IEEE Trans. Signal Process. 56(4): 1388-1397 (2008)
[j65]
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Yonina C. Eldar:
Universal Weighted MSE Improvement of the Least-Squares Estimator. IEEE Trans. Signal Process. 56(5): 1788-1800 (2008)
[j64]
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Ami Wiesel, Yonina C. Eldar, Arie Yeredor:
Linear Regression With Gaussian Model Uncertainty: Algorithms and Bounds. IEEE Trans. Signal Process. 56(6): 2194-2205 (2008)
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Evgeny Margolis, Yonina C. Eldar:
Nonuniform Sampling of Periodic Bandlimited Signals. IEEE Trans. Signal Process. 56(7-1): 2728-2745 (2008)
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Yonina C. Eldar:
MSE Bounds With Affine Bias Dominating the CramÉr-Rao Bound. IEEE Trans. Signal Process. 56(8-2): 3824-3836 (2008)
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Ami Wiesel, Yonina C. Eldar, Shlomo Shamai:
Zero-Forcing Precoding and Generalized Inverses. IEEE Trans. Signal Process. 56(9): 4409-4418 (2008)
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Moshe Mishali, Yonina C. Eldar:
Reduce and Boost: Recovering Arbitrary Sets of Jointly Sparse Vectors. IEEE Trans. Signal Process. 56(10-1): 4692-4702 (2008)
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Tsvi G. Dvorkind, Yonina C. Eldar, Ewa Matusiak:
Nonlinear and Nonideal Sampling: Theory and Methods. IEEE Trans. Signal Process. 56(12): 5874-5890 (2008)
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Erez Ben-Yaacov, Yonina C. Eldar:
A fast and flexible method for the segmentation of aCGH data. ECCB 2008: 139-145
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Moshe Mishali, Yonina C. Eldar:
The ReMBo algorithm: Accelerated recovery of jointly sparse vectors. EUSIPCO 2008: 1-5
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Moshe Mishali, Yonina C. Eldar:
Spectrum-blind reconstruction of multi-band signals. ICASSP 2008: 3365-3368
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Yonina C. Eldar:
Statistical aspects of the chebyshev center estimate. ICASSP 2008: 3677-3680
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Tomer Michaeli, Yonina C. Eldar:
Constrained nonlinear minimum mse estimation. ICASSP 2008: 3681-3684
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Zvika Ben-Haim, Yonina C. Eldar:
A Lower Bound on the Bayesian MSE Based on the Optimal Bias Function. CoRR abs/0804.4391 (2008)
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Yonina C. Eldar:
Compressed Sensing of Analog Signals. CoRR abs/0806.3332 (2008)
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Yonina C. Eldar, Moshe Mishali:
Robust Recovery of Signals From a Union of Subspaces. CoRR abs/0807.4581 (2008)
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Yonina C. Eldar:
Uncertainty Relations for Analog Signals. CoRR abs/0809.3731 (2008)
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Yonina C. Eldar, Helmut Bölcskei:
Block-Sparsity: Coherence and Efficient Recovery. CoRR abs/0812.0329 (2008)
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Yonina C. Eldar, Tomer Michaeli:
Beyond Bandlimited Sampling: Nonlinearities, Smoothness and Sparsity. CoRR abs/0812.3066 (2008)
2007
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Yonina C. Eldar:
Rethinking Biased Estimation: Improving Maximum Likelihood and the Cramér-Rao Bound. Found. Trends Signal Process. 1(4): 305-449 (2007)
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Yonina C. Eldar, Timothy N. Davidson, Alex B. Gershman, Zhi-Quan Luo:
Introduction to the Issue on Convex Optimization Methods for Signal Processing. J. Sel. Topics Signal Processing 1(4): 537-539 (2007)
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Yue Rong, Yonina C. Eldar, Alex B. Gershman:
Performance Tradeoffs Among Adaptive Beamforming Criteria. J. Sel. Topics Signal Processing 1(4): 651-659 (2007)
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Amir Beck, Yonina C. Eldar:
Regularization in Regression with Bounded Noise: A Chebyshev Center Approach. SIAM J. Matrix Anal. Appl. 29(2): 606-625 (2007)
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Amir Beck, Yonina C. Eldar, Aharon Ben-Tal:
Mean-Squared Error Estimation for Linear Systems with Block Circulant Uncertainty. SIAM J. Matrix Anal. Appl. 29(3): 712-730 (2007)
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N. Elron, Yonina C. Eldar:
Optimal Encoding of Classical Information in a Quantum Medium. IEEE Trans. Inf. Theory 53(5): 1900-1907 (2007)
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Zvika Ben-Haim, Yonina C. Eldar:
Blind Minimax Estimation. IEEE Trans. Inf. Theory 53(9): 3145-3157 (2007)
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Amir Beck, Yonina C. Eldar:
Doubly Constrained Robust Capon Beamformer With Ellipsoidal Uncertainty Sets. IEEE Trans. Signal Process. 55(2): 753-758 (2007)
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Tobias Werther, Ewa Matusiak, Yonina C. Eldar, Nagesh K. Subbanna:
A Unified Approach to Dual Gabor Windows. IEEE Trans. Signal Process. 55(5-1): 1758-1768 (2007)
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Tsvi G. Dvorkind, Hagai Kirshner, Yonina C. Eldar, Moshe Porat:
Minimax Approximation of Representation Coefficients From Generalized Samples. IEEE Trans. Signal Process. 55(9): 4430-4443 (2007)
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Yonina C. Eldar, Arye Nehorai, Patricio S. La Rosa:
A Competitive Mean-Squared Error Approach to Beamforming. IEEE Trans. Signal Process. 55(11): 5143-5154 (2007)
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Liron D. Grossmann, Yonina C. Eldar:
An L₁-Method for the Design of Linear-Phase FIR Digital Filters. IEEE Trans. Signal Process. 55(11): 5253-5266 (2007)
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Ami Wiesel, Yonina C. Eldar, Shlomo Shamai:
Optimization of the MIMO Compound Capacity. IEEE Trans. Wirel. Commun. 6(3): 1094-1101 (2007)
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Ido Nevat, Ami Wiesel, Jinhong Yuan, Yonina C. Eldar:
Maximum A-Posteriori Estimation in Linear Models With a Gaussian Model Matrix. CISS 2007: 63-67
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Ami Wiesel, Yonina C. Eldar, Shlomo Shamai:
Optimal Generalized Inverses for Zero Forcing Precoding. CISS 2007: 130-134
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Yonina C. Eldar:
Improvement of Least-Squares Under Arbitrary Weighted MSE. ICASSP (3) 2007: 837-840
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Tomer Michaeli, Yonina C. Eldar:
Minimum MSE Estimation with Convex Constraints. ICASSP (3) 2007: 1093-1096
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Ashish Khisti, Gregory W. Wornell, Ami Wiesel, Yonina C. Eldar:
On the Gaussian MIMO Wiretap Channel. ISIT 2007: 2471-2475
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Omer Bobrowski, Ron Meir, Shy Shoham, Yonina C. Eldar:
A neural network implementing optimal state estimation based on dynamic spike train decoding. NIPS 2007: 145-152
2006
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Radu V. Balan, Yonina C. Eldar, Thomas Strohmer:
Frames and Overcomplete Representations in Signal Processing, Communications, and Information Theory. EURASIP J. Adv. Signal Process. 2006 (2006)
[j44]
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Yonina C. Eldar, Ole W. Christensen:
Characterization of Oblique Dual Frame Pairs. EURASIP J. Adv. Signal Process. 2006 (2006)
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Amir Beck, Aharon Ben-Tal, Yonina C. Eldar:
Robust Mean-Squared Error Estimation of Multiple Signals in Linear Systems Affected by Model and Noise Uncertainties. Math. Program. 107(1-2): 155-187 (2006)
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Amir Beck, Yonina C. Eldar:
Strong Duality in Nonconvex Quadratic Optimization with Two Quadratic Constraints. SIAM J. Optim. 17(3): 844-860 (2006)
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Yonina C. Eldar, Arye Nehorai, Patricio S. La Rosa:
An expected least-squares beamforming approach to signal estimation with steering vector uncertainties. IEEE Signal Process. Lett. 13(5): 288-291 (2006)
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Ami Wiesel, Yonina C. Eldar, Amir Beck:
Maximum likelihood estimation in linear models with a Gaussian model matrix. IEEE Signal Process. Lett. 13(5): 292-295 (2006)
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Yonina C. Eldar:
Robust Competitive Estimation With Signal and Noise Covariance Uncertainties. IEEE Trans. Inf. Theory 52(10): 4532-4547 (2006)
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Yonina C. Eldar:
Minimax MSE estimation of deterministic parameters with noise covariance uncertainties. IEEE Trans. Signal Process. 54(1): 138-145 (2006)
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Ami Wiesel, Yonina C. Eldar, Shlomo Shamai:
Linear precoding via conic optimization for fixed MIMO receivers. IEEE Trans. Signal Process. 54(1): 161-176 (2006)
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Yonina C. Eldar:
Minimax estimation of deterministic parameters in linear models with a random model matrix. IEEE Trans. Signal Process. 54(2): 601-612 (2006)
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Yonina C. Eldar:
Comparing between estimation approaches: admissible and dominating linear estimators. IEEE Trans. Signal Process. 54(5): 1689-1702 (2006)
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Yonina C. Eldar, Tsvi G. Dvorkind:
A minimum squared-error framework for generalized sampling. IEEE Trans. Signal Process. 54(6-1): 2155-2167 (2006)
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Yonina C. Eldar, Michael Unser:
Nonideal sampling and interpolation from noisy observations in shift-invariant spaces. IEEE Trans. Signal Process. 54(7): 2636-2651 (2006)
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Yonina C. Eldar:
Uniformly Improving the Cramér-Rao Bound and Maximum-Likelihood Estimation. IEEE Trans. Signal Process. 54(8): 2943-2956 (2006)
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Yonina C. Eldar:
Mean-Squared Error Sampling and Reconstruction in the Presence of Noise. IEEE Trans. Signal Process. 54(12): 4619-4633 (2006)
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Hagai Kirshner, Tsvi G. Dvorkind, Yonina C. Eldar, Moshe Porat:
On signal representation from generalized samples: Minmax approximation with constraints. EUSIPCO 2006: 1-5
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Ami Wiesel, Yonina C. Eldar, Shlomo Shamai:
Linear transmitter design for the MISO compound channel with interference. EUSIPCO 2006: 1-5
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Tsvi G. Dvorkind, Hagai Kirshner, Yonina C. Eldar, Moshe Porat:
Approximating Representation Coefficients From Non Ideal Samples. ICASSP (3) 2006: 832-835
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Liron D. Grossmann, Yonina C. Eldar:
The Design of Optimal L1Linear Phase FIR Digital Filters. ICASSP (3) 2006: 884-887
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Yonina C. Eldar:
Dominating and Admissible Mse-Bounds Using Saddle-Point Methods. ICASSP (5) 2006: 985-988
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Ami Wiesel, Yonina C. Eldar:
Maximum Likelihood Estimation in Random Linear Models: Generalizations and Performance Analysis. ICASSP (5) 2006: 993-996
2005
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Yonina C. Eldar, Tobias Werther:
General Framework for Consistent Sampling in Hilbert Spaces. Int. J. Wavelets Multiresolution Inf. Process. 3(3): 347-359 (2005)
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Yonina C. Eldar, Tobias Werther:
General Framework for Consistent Sampling in Hilbert Spaces. Int. J. Wavelets Multiresolution Inf. Process. 3(4): 497-509 (2005)
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Ami Wiesel, Yonina C. Eldar, Shlomo Shamai Shitz:
Semidefinite Relaxation for Detection of 16-QAM Signaling in MIMO Channels. IEEE Signal Process. Lett. 12(9): 653-656 (2005)
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Yonina C. Eldar, Albert M. Chan:
Correction to "On the Asymptotic Performance of the Decorrelator" and "An Optimal Whitening Approach to Linear Multiuser Detection". IEEE Trans. Inf. Theory 51(1): 421- (2005)
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Yonina C. Eldar, Shlomo Shamai:
A covariance shaping framework for linear multiuser detection. IEEE Trans. Inf. Theory 51(7): 2426-2446 (2005)
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Yonina C. Eldar:
Robust deconvolution of deterministic and random signals. IEEE Trans. Inf. Theory 51(8): 2921-2929 (2005)
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Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski:
Robust mean-squared error estimation in the presence of model uncertainties. IEEE Trans. Signal Process. 53(1): 168-181 (2005)
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Yonina C. Eldar, Neri Merhav:
Minimax MSE-ratio estimation with signal covariance uncertainties. IEEE Trans. Signal Process. 53(4): 1335-1347 (2005)
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Zvika Ben-Haim, Yonina C. Eldar:
Maximum set estimators with bounded estimation error. IEEE Trans. Signal Process. 53(8-2): 3172-3182 (2005)
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Tobias Werther, Yonina C. Eldar, Nagesh K. Subbanna:
Dual Gabor frames: theory and computational aspects. IEEE Trans. Signal Process. 53(11): 4147-4158 (2005)
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Yonina C. Eldar:
Robust deconvolution of noisy signals. EUSIPCO 2005: 1-4
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Yonina C. Eldar, Tsvi G. Dvorkind:
Optimal squared-error signal recovery from nonideal samples. EUSIPCO 2005: 1-4
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Amir Beck, Yonina C. Eldar, Aharon Ben-Tal:
MSE estimation of multichannel signals with model uncertainties. ICASSP (4) 2005: 49-52
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Zvika Ben-Haim, Yonina C. Eldar:
Minimax estimators dominating the least-squares estimator. ICASSP (4) 2005: 53-56
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Yonina C. Eldar:
Minimax subspace sampling in the presence of noise. ICASSP (4) 2005: 193-196
2004
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Yonina C. Eldar, Alan V. Oppenheim, Dianne Egnor:
Orthogonal and projected orthogonal matched filter detection. Signal Process. 84(4): 677-693 (2004)
[j19]
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Yonina C. Eldar, Alexandre Megretski, George C. Verghese:
Optimal Detection of Symmetric Mixed Quantum States. IEEE Trans. Inf. Theory 50(6): 1198-1207 (2004)
[j18]
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Yonina C. Eldar:
Minimum variance in biased estimation: bounds and asymptotically optimal estimators. IEEE Trans. Signal Process. 52(7): 1915-1930 (2004)
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Yonina C. Eldar, Neri Merhav:
A competitive minimax approach to robust estimation of random parameters. IEEE Trans. Signal Process. 52(7): 1931-1946 (2004)
[j16]
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Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski:
Linear minimax regret estimation of deterministic parameters with bounded data uncertainties. IEEE Trans. Signal Process. 52(8): 2177-2188 (2004)
[j15]
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Yonina C. Eldar, Alan V. Oppenheim:
Rebuttal to "Comments on covariance shaping least-squares estimation". IEEE Trans. Signal Process. 52(10): 2939 (2004)
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Moshe Salhov, Ami Wiesel, Yonina C. Eldar:
A robust maximum likelihood multiuser detector in the presence of signature uncertainties. EUSIPCO 2004: 185-188
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Yonina C. Eldar:
Vector uniform Cramer-Rao lower bound. EUSIPCO 2004: 613-616
[c11]
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Yonina C. Eldar:
MSE-ratio regret estimation with bounded data uncertainties. EUSIPCO 2004: 1257-1260
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Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski:
Minimax regret estimation in linear models. ICASSP (2) 2004: 161-164
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Ami Wiesel, Yonina C. Eldar, Shlomo Shamai:
Linear MIMO precoders for fixed receivers. ICASSP (4) 2004: 481-484
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Evgeny Margolis, Yonina C. Eldar:
Interpolation with nonuniform B-splines. ICASSP (2) 2004: 577-580
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Moshe Salhov, Ami Wiesel, Yonina C. Eldar:
Robust peak distortion equalization. ICASSP (4) 2004: 1009-1012
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Evgeny Margolis, Yonina C. Eldar:
Reconstruction of nonuniformly sampled periodic signals: algorithms and stability analysis. ICECS 2004: 555-558
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Yonina C. Eldar, Tsvi G. Dvorkind:
Minimax sampling with arbitrary spaces [signal sampling and reconstruction]. ICECS 2004: 559-562
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Nagesh K. Subbanna, Yonina C. Eldar:
Efficient Gabor expansion using non minimal dual Gabor windows. ICECS 2004: 650-653
2003
[j14]
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Yonina C. Eldar:
Constructing signals with prescribed properties. IEEE Signal Process. Lett. 10(3): 82-84 (2003)
[j13]
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Yonina C. Eldar:
A semidefinite programming approach to optimal unambiguous discrimination of quantumstates. IEEE Trans. Inf. Theory 49(2): 446-456 (2003)
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Yonina C. Eldar, Helmut Bölcskei:
Geometrically uniform frames. IEEE Trans. Inf. Theory 49(4): 993-1006 (2003)
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Yonina C. Eldar, Alexandre Megretski, George C. Verghese:
Designing optimal quantum detectors via semidefinite programming. IEEE Trans. Inf. Theory 49(4): 1007-1012 (2003)
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Yonina C. Eldar, Alan V. Oppenheim:
MMSE whitening and subspace whitening. IEEE Trans. Inf. Theory 49(7): 1846-1851 (2003)
[j9]
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Yonina C. Eldar, Albert M. Chan:
An optimal whitening approach to linear multiuser detection. IEEE Trans. Inf. Theory 49(9): 2156-2171 (2003)
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Yonina C. Eldar, Albert M. Chan:
On the asymptotic performance of the decorrelator. IEEE Trans. Inf. Theory 49(9): 2309-2313 (2003)
[j7]
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Yonina C. Eldar, Alan V. Oppenheim:
Covariance shaping least-squares estimation. IEEE Trans. Signal Process. 51(3): 686-697 (2003)
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Yonina C. Eldar:
Minimum mean-squared error covariance shaping. ICASSP (6) 2003: 713-716
2002
[j6]
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Yonina C. Eldar:
On geometric properties of the decorrelator. IEEE Commun. Lett. 6(1): 16-18 (2002)
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Yonina C. Eldar, Alan V. Oppenheim:
Orthogonal multiuser detection. Signal Process. 82(2): 321-325 (2002)
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Yonina C. Eldar, Alan V. Oppenheim:
Quantum signal processing. IEEE Signal Process. Mag. 19(6): 12-32 (2002)
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Yonina C. Eldar, G. David Forney Jr.:
Optimal tight frames and quantum measurement. IEEE Trans. Inf. Theory 48(3): 599-610 (2002)
2001
[b1]
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Yonina C. Eldar:
Quantum signal processing. Massachusetts Institute of Technology, Cambridge, MA, USA, 2001
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Yonina C. Eldar, G. David Forney Jr.:
On quantum detection and the square-root measurement. IEEE Trans. Inf. Theory 47(3): 858-872 (2001)
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Yonina C. Eldar, Alan V. Oppenheim:
Orthogonal matched filter detection. ICASSP 2001: 2837-2840
2000
[j1]
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Yonina C. Eldar, Alan V. Oppenheim:
Filterbank reconstruction of bandlimited signals from nonuniform and generalized samples. IEEE Trans. Signal Process. 48(10): 2864-2875 (2000)
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Yonina C. Eldar, Alan V. Oppenheim:
Filter bank interpolation and reconstruction from generalized and recurrent nonuniform samples. ICASSP 2000: 324-327

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