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2020 – today
- 2024
[c25]Han Zhou
, Xingchen Wan, Lev Proleev, Diana Mincu, Jilin Chen, Katherine A. Heller, Subhrajit Roy:
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering. ICLR 2024- [i19]Xiangyu Qi, Ashwinee Panda, Kaifeng Lyu, Xiao Ma, Subhrajit Roy, Ahmad Beirami, Prateek Mittal, Peter Henderson:
Safety Alignment Should Be Made More Than Just a Few Tokens Deep. CoRR abs/2406.05946 (2024) - 2023
- [j11]Alexander Luke Ian Norcliffe, Lev Proleev, Diana Mincu, Fletcher Lee Hartsell, Katherine A. Heller, Subhrajit Roy:
Benchmarking Continuous Time Models for Predicting Multiple Sclerosis Progression. Trans. Mach. Learn. Res. 2023 (2023) - [i18]Alexander Norcliffe, Lev Proleev, Diana Mincu, Fletcher Lee Hartsell, Katherine A. Heller, Subhrajit Roy:
Longitudinal Modeling of Multiple Sclerosis using Continuous Time Models. CoRR abs/2302.07854 (2023) - [i17]Eltayeb Ahmed, Diana Mincu, Lauren Harrell, Katherine A. Heller, Subhrajit Roy:
STUDY: Socially Aware Temporally Casual Decoder Recommender Systems. CoRR abs/2306.07946 (2023) - [i16]Han Zhou, Xingchen Wan, Lev Proleev, Diana Mincu, Jilin Chen, Katherine A. Heller, Subhrajit Roy:
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering. CoRR abs/2309.17249 (2023) - 2022
- [j10]Diana Mincu, Subhrajit Roy:
Developing robust benchmarks for driving forward AI innovation in healthcare. Nat. Mac. Intell. 4(11): 916-921 (2022) - [c24]Subhrajit Roy, Diana Mincu, Lev Proleev, Negar Rostamzadeh, Chintan Ghate, Natalie Harris, Christina Chen, Jessica Schrouff, Nenad Tomasev, Fletcher Lee Hartsell, Katherine A. Heller:
Disability prediction in multiple sclerosis using performance outcome measures and demographic data. CHIL 2022: 375-396 - [c23]Negar Rostamzadeh, Diana Mincu, Subhrajit Roy, Andrew Smart, Lauren Wilcox, Mahima Pushkarna, Jessica Schrouff, Razvan Amironesei, Nyalleng Moorosi, Katherine A. Heller:
Healthsheet: Development of a Transparency Artifact for Health Datasets. FAccT 2022: 1943-1961 - [c22]Jessica Schrouff, Natalie Harris, Sanmi Koyejo, Ibrahim M. Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine A. Heller, Silvia Chiappa, Alexander D'Amour:
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings. NeurIPS 2022 - [i15]Jessica Schrouff, Natalie Harris, Oluwasanmi Koyejo, Ibrahim Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine A. Heller, Silvia Chiappa, Alexander D'Amour:
Maintaining fairness across distribution shift: do we have viable solutions for real-world applications? CoRR abs/2202.01034 (2022) - [i14]Negar Rostamzadeh, Diana Mincu, Subhrajit Roy, Andrew Smart, Lauren Wilcox, Mahima Pushkarna, Jessica Schrouff, Razvan Amironesei, Nyalleng Moorosi, Katherine A. Heller:
Healthsheet: Development of a Transparency Artifact for Health Datasets. CoRR abs/2202.13028 (2022) - [i13]Subhrajit Roy, Diana Mincu, Lev Proleev, Negar Rostamzadeh, Chintan Ghate, Natalie Harris, Christina Chen, Jessica Schrouff, Nenad Tomasev, Fletcher Lee Hartsell, Katherine A. Heller:
Disability prediction in multiple sclerosis using performance outcome measures and demographic data. CoRR abs/2204.03969 (2022) - [i12]Eric Loreaux, Ke Yu, Jonas Kemp, Martin Seneviratne, Christina Chen, Subhrajit Roy, Ivan Protsyuk, Natalie Harris, Alexander D'Amour, Steve Yadlowsky, Mingjun Chen:
Boosting the interpretability of clinical risk scores with intervention predictions. CoRR abs/2207.02941 (2022) - 2021
- [j9]Subhrajit Roy, Diana Mincu, Eric Loreaux, Anne Mottram, Ivan Protsyuk, Natalie Harris, Yuan Xue, Jessica Schrouff, Hugh Montgomery, Alistair Connell, Nenad Tomasev, Alan Karthikesalingam, Martin Seneviratne:
Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing. J. Am. Medical Informatics Assoc. 28(9): 1936-1946 (2021) - [c21]Subhrajit Roy, Stephen Pfohl, Girmaw Abebe Tadesse, Luis Oala, Fabian Falck, Yuyin Zhou, Liyue Shen, Ghada Zamzmi, Purity Mugambi, Ayah Zirikly, Matthew B. A. McDermott, Emily Alsentzer:
Machine Learning for Health (ML4H) 2021. ML4H@NeurIPS 2021: 1-12 - [e2]Subhrajit Roy, Stephen Pfohl, Emma Rocheteau, Girmaw Abebe Tadesse, Luis Oala, Fabian Falck, Yuyin Zhou, Liyue Shen, Ghada Zamzmi, Purity Mugambi, Ayah Zirikly, Matthew B. A. McDermott, Emily Alsentzer:
Machine Learning for Health, ML4H@NeurIPS 2021, 04 December 2021, Virtual Event. Proceedings of Machine Learning Research 158, PMLR 2021 [contents] - [i11]Fabian Falck, Yuyin Zhou, Emma Rocheteau, Liyue Shen, Luis Oala, Girmaw Abebe, Subhrajit Roy, Stephen Pfohl, Emily Alsentzer, Matthew B. A. McDermott:
A collection of the accepted abstracts for the Machine Learning for Health (ML4H) symposium 2021. CoRR abs/2112.00179 (2021) - 2020
- [c20]Umar Asif, Subhrajit Roy, Jianbin Tang, Stefan Harrer:
SeizureNet: Multi-Spectral Deep Feature Learning for Seizure Type Classification. MLCN/RNO-AI@MICCAI 2020: 77-87 - [c19]Suproteem K. Sarkar, Subhrajit Roy, Emily Alsentzer, Matthew B. A. McDermott, Fabian Falck, Ioana Bica, Griffin Adams, Stephen Pfohl, Stephanie L. Hyland:
Machine Learning for Health (ML4H) 2020: Advancing Healthcare for All. ML4H@NeurIPS 2020: 1-11 - [e1]Emily Alsentzer, Matthew B. A. McDermott, Fabian Falck, Suproteem K. Sarkar, Subhrajit Roy, Stephanie L. Hyland:
Machine Learning for Health Workshop, ML4H@NeurIPS 2020, Virtual Event, 11 December 2020. Proceedings of Machine Learning Research 136, PMLR 2020 [contents] - [i10]Emily Alsentzer, Matthew B. A. McDermott, Fabian Falck, Suproteem K. Sarkar, Subhrajit Roy, Stephanie L. Hyland:
ML4H Abstract Track 2020. CoRR abs/2011.11554 (2020)
2010 – 2019
- 2019
- [c18]Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer:
ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification. AIME 2019: 47-56 - [c17]Umar Asif, Benjamin S. Mashford, Stefan von Cavallar, Shivanthan A. C. Yohanandan, Subhrajit Roy, Jianbin Tang, Stefan Harrer:
Privacy Preserving Human Fall Detection using Video Data. ML4H@NeurIPS 2019: 39-51 - [i9]Subhrajit Roy, Umar Asif, Jianbin Tang, Stefan Harrer:
Machine Learning for Seizure Type Classification: Setting the benchmark. CoRR abs/1902.01012 (2019) - [i8]Umar Asif, Subhrajit Roy, Jianbin Tang, Stefan Harrer:
SeizureNet: A Deep Convolutional Neural Network for Accurate Seizure Type Classification and Seizure Detection. CoRR abs/1903.03232 (2019) - [i7]Subhrajit Roy, Kiran Kate, Martin Hirzel:
A semi-supervised deep learning algorithm for abnormal EEG identification. CoRR abs/1903.07822 (2019) - [i6]Martin Hirzel, Kiran Kate, Avraham Shinnar, Subhrajit Roy, Parikshit Ram:
Type-Driven Automated Learning with Lale. CoRR abs/1906.03957 (2019) - 2018
- [j8]Aritra Bhaduri, Amitava Banerjee, Subhrajit Roy, Sougata Kar, Arindam Basu:
Spiking Neural Classifier with Lumped Dendritic Nonlinearity and Binary Synapses: A Current Mode VLSI Implementation and Analysis. Neural Comput. 30(3) (2018) - [c16]Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer:
Deep Learning Enabled Automatic Abnormal EEG Identification. EMBC 2018: 2756-2759 - [i5]Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer:
ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification. CoRR abs/1802.00308 (2018) - 2017
- [j7]Subhrajit Roy, Arindam Basu:
An Online Unsupervised Structural Plasticity Algorithm for Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 28(4): 900-910 (2017) - 2016
- [j6]Subhrajit Roy, Arindam Basu:
An Online Structural Plasticity Rule for Generating Better Reservoirs. Neural Comput. 28(11): 2557-2584 (2016) - [j5]Subhrajit Roy, Phyo Phyo San, Shaista Hussain, Wang Wei Lee, Arindam Basu:
Learning Spike Time Codes Through Morphological Learning With Binary Synapses. IEEE Trans. Neural Networks Learn. Syst. 27(7): 1572-1577 (2016) - [c15]Govind Narasimman, Subhrajit Roy, Xuanyao Fong, Kaushik Roy, Chip-Hong Chang, Arindam Basu:
A low-voltage, low power STDP synapse implementation using domain-wall magnets for spiking neural networks. ISCAS 2016: 914-917 - [c14]Subhrajit Roy, He Tong, Arindam Basu:
Online unsupervised structural plasticity algorithm for multi-layer Winner-Take-All with binary synapses. ISIC 2016: 1-4 - [i4]Subhrajit Roy, Arindam Basu:
An Online Structural Plasticity Rule for Generating Better Reservoirs. CoRR abs/1604.05459 (2016) - 2015
- [c13]Amitava Banerjee, Sougata Kar, Subhrajit Roy, Aritra Bhaduri, Arindam Basu:
A current-mode spiking neural classifier with lumped dendritic nonlinearity. ISCAS 2015: 714-717 - [i3]Subhrajit Roy, Phyo Phyo San, Shaista Hussain, Wang Wei Lee, Arindam Basu:
Learning Spike time codes through Morphological Learning with Binary Synapses. CoRR abs/1506.05212 (2015) - [i2]Subhrajit Roy, Arindam Basu:
An Online Unsupervised Structural Plasticity Algorithm for Spiking Neural Networks. CoRR abs/1512.01314 (2015) - 2014
- [j4]Subhrajit Roy, Amitava Banerjee, Arindam Basu:
Liquid State Machine With Dendritically Enhanced Readout for Low-Power, Neuromorphic VLSI Implementations. IEEE Trans. Biomed. Circuits Syst. 8(5): 681-695 (2014) - [c12]Subhrajit Roy, Sougata Kumar Kar, Arindam Basu:
Architectural exploration for on-chip, online learning in spiking neural networks. ISIC 2014: 128-131 - [i1]Subhrajit Roy, Amitava Banerjee, Arindam Basu:
Liquid State Machine with Dendritically Enhanced Readout for Low-power, Neuromorphic VLSI Implementations. CoRR abs/1411.5458 (2014) - 2013
- [j3]Subhrajit Roy, Sk. Minhazul Islam, Swagatam Das, Saurav Ghosh:
Multimodal optimization by artificial weed colonies enhanced with localized group search optimizers. Appl. Soft Comput. 13(1): 27-46 (2013) - [c11]Subhrajit Roy, Arindam Basu, Shaista Hussain:
Hardware efficient, neuromorphic dendritically enhanced readout for liquid state machines. BioCAS 2013: 302-305 - [c10]Aritra Sen, Subhrajit Roy, Swagatam Das:
A Modified Differential Evolution for Symbol Detection in MIMO-OFDM System. SEMCCO (1) 2013: 236-247 - 2012
- [j2]Saurav Ghosh, Swagatam Das, Subhrajit Roy, Sk. Minhazul Islam, Ponnuthurai N. Suganthan:
A Differential Covariance Matrix Adaptation Evolutionary Algorithm for real parameter optimization. Inf. Sci. 182(1): 199-219 (2012) - [j1]Sk. Minhazul Islam, Swagatam Das, Saurav Ghosh, Subhrajit Roy, Ponnuthurai Nagaratnam Suganthan:
An Adaptive Differential Evolution Algorithm With Novel Mutation and Crossover Strategies for Global Numerical Optimization. IEEE Trans. Syst. Man Cybern. Part B 42(2): 482-500 (2012) - [c9]Subhrajit Roy, Saúl Zapotecas Martínez, Carlos A. Coello Coello, Soumyadip Sengupta:
A Multi-Objective Evolutionary approach for linear antenna array design and synthesis. IEEE Congress on Evolutionary Computation 2012: 1-8 - 2011
- [c8]Saurav Ghosh, Subhrajit Roy, Swagatam Das, Ajith Abraham, Sk. Minhazul Islam:
Peak-to-average power ratio reduction in OFDM systems using an adaptive differential evolution algorithm. IEEE Congress on Evolutionary Computation 2011: 1941-1949 - [c7]Sk. Minhazul Islam, Saurav Ghosh, Swagatam Das, Ajith Abraham, Subhrajit Roy:
A Modified Discrete Differential Evolution based TDMA scheduling scheme for many to one communications in wireless sensor networks. IEEE Congress on Evolutionary Computation 2011: 1950-1957 - [c6]Subhrajit Roy, Sk. Minhazul Islam, Saurav Ghosh, Swagatam Das, Ajith Abraham, Pavel Krömer:
A modified differential evolution for autonomous deployment and localization of sensor nodes. GECCO (Companion) 2011: 235-236 - [c5]Saurav Ghosh, Subhrajit Roy, Sk. Minhazul Islam, Swagatam Das, Ponnuthurai Nagaratnam Suganthan:
A differential covariance matrix adaptation evolutionary algorithm for global optimization. SDE 2011: 193-200 - [c4]Sk. Minhazul Islam, Saurav Ghosh, Subhrajit Roy, Shi-Zheng Zhao, Ponnuthurai Nagaratnam Suganthan, Swagatam Das:
Synthesis and Design of Thinned Planar Concentric Circular Antenna Array - A Multi-objective Approach. SEMCCO (2) 2011: 182-190 - [c3]Saurav Ghosh, Subhrajit Roy, Sk. Minhazul Islam, Shi-Zheng Zhao, Ponnuthurai Nagaratnam Suganthan, Swagatam Das:
Non-uniform Circular-Shaped Antenna Array Design and Synthesis - A Multi-Objective Approach. SEMCCO (2) 2011: 223-230 - [c2]Subhrajit Roy, Sk. Minhazul Islam, Saurav Ghosh, Shi-Zheng Zhao, Ponnuthurai Nagaratnam Suganthan, Swagatam Das:
Design of Two Channel Quadrature Mirror Filter Bank: A Multi-Objective Approach. SEMCCO (2) 2011: 239-247 - 2010
- [c1]Sk. Minhazul Islam, Saurav Ghosh, Subhrajit Roy, Swagatam Das:
Adaptive Differential Evolution with p-Best Crossover for Continuous Global Optimization. SEMCCO 2010: 119-128
Coauthor Index
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