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2010 – 2019
- 2018
[c17]Laming Chen, Guoxin Zhang, Eric Zhou:
Fast Greedy MAP Inference for Determinantal Point Process to Improve Recommendation Diversity. NeurIPS 2018: 5627-5638- [c16]Xiaoran Xu, Laming Chen, Songpeng Zu
, Hanning Zhou:
Hulu video recommendation: from relevance to reasoning. RecSys 2018: 482 - 2017
- [i11]Laming Chen, Guoxin Zhang, Hanning Zhou:
Improving the Diversity of Top-N Recommendation via Determinantal Point Process. CoRR abs/1709.05135 (2017) - 2016
- [j8]Xinyue Shen, Laming Chen, Yuantao Gu, Hing-Cheung So:
Square-Root Lasso With Nonconvex Regularization: An ADMM Approach. IEEE Signal Process. Lett. 23(7): 934-938 (2016) - [c15]Ruiyang Song, Laming Chen, Yuantao Gu:
Performance estimation of sparse signal recovery under Bernoulli random projection with oracle information. DSP 2016: 695-699 - [i10]Jinye Zhang, Laming Chen, Petros T. Boufounos, Yuantao Gu:
Cross Validation in Compressive Sensing and its Application of OMP-CV Algorithm. CoRR abs/1602.06373 (2016) - 2015
- [j7]Laming Chen, Yuantao Gu:
On the Null Space Constant for ℓp Minimization. IEEE Signal Process. Lett. 22(10): 1600-1603 (2015) - [c14]Laming Chen, Yuantao Gu:
Fast sparse recovery via non-convex optimization. GlobalSIP 2015: 1275-1279 - [c13]Laming Chen, Yuantao Gu:
Local and global optimality of LP minimization for sparse recovery. ICASSP 2015: 3596-3600 - [c12]Jiawei Zhou, Laming Chen, Yuantao Gu:
Dynamic zero-point attracting projection for time-varying sparse signal recovery. ICASSP 2015: 5485-5489 - [i9]Laming Chen, Yuantao Gu:
On the Null Space Constant for lp Minimization. CoRR abs/1503.00426 (2015) - 2014
- [j6]Laming Chen, Yuantao Gu:
The Convergence Guarantees of a Non-Convex Approach for Sparse Recovery. IEEE Trans. Signal Process. 62(15): 3754-3767 (2014) - [c11]Laming Chen, Yuantao Gu:
The convergence guarantees of a non-convex approach for sparse recovery using regularized least squares. ICASSP 2014: 3350-3354 - [c10]Jinye Zhang, Laming Chen, Petros T. Boufounos, Yuantao Gu:
On the theoretical analysis of cross validation in compressive sensing. ICASSP 2014: 3370-3374 - [c9]Laming Chen, Yuantao Gu:
Robust recovery of low-rank matrices via non-convex optimization. DSP 2014: 355-360 - [c8]Laming Chen, Yuantao Gu:
Robust sparse recovery via non-convex optimization. DSP 2014: 742-747 - 2013
- [j5]Jie Ding, Laming Chen, Yuantao Gu:
Perturbation Analysis of Orthogonal Matching Pursuit. IEEE Trans. Signal Process. 61(2): 398-410 (2013) - [j4]Yujie Tang, Laming Chen, Yuantao Gu:
On the Performance Bound of Sparse Estimation With Sensing Matrix Perturbation. IEEE Trans. Signal Process. 61(17): 4372-4386 (2013) - [j3]Laming Chen, Yuantao Gu:
Oracle-Order Recovery Performance of Greedy Pursuits With Replacement Against General Perturbations. IEEE Trans. Signal Process. 61(18): 4625-4636 (2013) - [c7]Yaming Wang, Laming Chen, Yuantao Gu:
On estimating the loss of signal-to-noise ratio in compressive sensing based systems. ChinaSIP 2013: 54-57 - [c6]Laming Chen, Yuantao Gu:
From least squares to sparse: A non-convex approach with guarantee. ICASSP 2013: 5875-5879 - [c5]Laming Chen, Yuantao Gu:
Backtracking matching pursuit with supplement set of arbitrary size. ICASSP 2013: 6541-6545 - 2012
- [j2]Yang You, Laming Chen, Yuantao Gu, Wei Feng, Hui Dai:
Retrieval of sparse solutions of multiple-measurement vectors via zero-point attracting projection. Signal Process. 92(12): 3075-3079 (2012) - [j1]Xiaohan Wang, Yuantao Gu, Laming Chen:
Proof of Convergence and Performance Analysis for Sparse Recovery via Zero-Point Attracting Projection. IEEE Trans. Signal Process. 60(8): 4081-4093 (2012) - [c4]Yaming Wang, Laming Chen, Yuantao Gu:
Quantization reference voltage of the Modulated Wideband Converter. ICASSP 2012: 3681-3684 - [c3]Jie Ding, Laming Chen, Yuantao Gu:
Robustness of orthogonal matching pursuit for multiple measurement vectors in noisy scenario. ICASSP 2012: 3813-3816 - [c2]Jie Ding, Laming Chen, Yuantao Gu:
Performance analysis of Orthogonal Matching Pursuit under general perturbations. ICNC 2012: 892-896 - [c1]Laming Chen, Jiong Chen, Yuantao Gu:
Greedy pursuits: Stability of recovery performance against general perturbations. ICNC 2012: 897-901 - [i8]Laming Chen, Yuantao Gu:
Near-oracle Recovery Performance of Greedy Pursuits with Replacement against General Perturbations. CoRR abs/1203.1521 (2012) - [i7]Xiaohan Wang, Yuantao Gu, Laming Chen:
Proof of Convergence and Performance Analysis for Sparse Recovery via Zero-point Attracting Projection. CoRR abs/1203.1538 (2012) - [i6]Yang You, Laming Chen, Yuantao Gu, Wei Feng, Hui Dai:
Retrieve Sparse Solution of Multiple-Measurement Vectors via Zero-point Attracting Projection. CoRR abs/1203.1548 (2012) - [i5]Yaming Wang, Laming Chen, Yuantao Gu:
Quantization Reference Voltage of the Modulated Wideband Converter. CoRR abs/1203.1711 (2012) - [i4]Yujie Tang, Laming Chen, Yuantao Gu:
On the Performance Bound of Sparse Estimation with Sensing Matrix Perturbation. CoRR abs/1211.6401 (2012) - [i3]Laming Chen, Yuantao Gu:
The Convergence Guarantees of a Non-convex Approach for Sparse Recovery. CoRR abs/1211.7089 (2012) - 2011
- [i2]Jie Ding, Laming Chen, Yuantao Gu:
Performance Analysis of Orthogonal Matching Pursuit under General Perturbations. CoRR abs/1106.3373 (2011) - [i1]Jie Ding, Laming Chen, Yuantao Gu:
Performance of Orthogonal Matching Pursuit for Multiple Measurement Vectors. CoRR abs/1109.6390 (2011)
Coauthor Index
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