متابعة
Subhro Das
Subhro Das
MIT-IBM Watson AI Lab, IBM Research
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Label-free Concept Bottleneck Models‏
T Oikarinen, S Das, LM Nguyen, TW Weng‏
International Conference on Learning Representations, 2023‏
1872023
Distributed Kalman Filtering with Dynamic Observations Consensus‏
S Das, JMF Moura‏
IEEE Transactions on Signal Processing 63 (17), 4458 - 4473, 2015‏
1622015
Consensus+Innovations Distributed Kalman Filter with Optimized Gains‏
S Das, JMF Moura‏
IEEE Transactions on Signal Processing 65 (2), 467 - 481, 2017‏
1552017
Verifiably safe exploration for end-to-end reinforcement learning‏
N Hunt, N Fulton, S Magliacane, TN Hoang, S Das, A Solar-Lezama‏
Proceedings of the 24th International Conference on Hybrid Systems …, 2021‏
592021
Who should predict? exact algorithms for learning to defer to humans‏
H Mozannar, H Lang, D Wei, P Sattigeri, S Das, D Sontag‏
International conference on artificial intelligence and statistics, 10520-10545, 2023‏
522023
Online optimal control with affine constraints‏
Y Li, S Das, N Li‏
Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), pp …, 2020‏
472020
Safe adaptive learning-based control for constrained linear quadratic regulators with regret guarantees‏
Y Li, S Das, J Shamma, N Li‏
arXiv preprint arXiv:2111.00411, 2021‏
36*2021
Learning occupational task-shares dynamics for the future of work‏
S Das, S Steffen, W Clarke, P Reddy, E Brynjolfsson, M Fleming‏
Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 36-42, 2020‏
362020
Fair selective classification via sufficiency‏
JK Lee, Y Bu, D Rajan, P Sattigeri, R Panda, S Das, GW Wornell‏
International conference on machine learning, 6076-6086, 2021‏
35*2021
Selective regression under fairness criteria‏
A Shah, Y Bu, JK Lee, S Das, R Panda, P Sattigeri, GW Wornell‏
International Conference on Machine Learning, 19598-19615, 2022‏
332022
Interpretable Subgroup Discovery in Treatment Effect Estimation with Application to Opioid Prescribing Guidelines‏
C Nagpal, D Wei, B Vinzamuri, M Shekhar, SE Berger, S Das, ...‏
Proceedings of the ACM Conference on Health, Inference, and Learning, 2020‏
32*2020
Variance-reduced clipping for non-convex optimization‏
A Reisizadeh, H Li, S Das, A Jadbabaie‏
arXiv preprint arXiv:2303.00883, 2023‏
312023
Post-hoc uncertainty learning using a dirichlet meta-model‏
M Shen, Y Bu, P Sattigeri, S Ghosh, S Das, G Wornell‏
Proceedings of the AAAI conference on artificial intelligence 37 (8), 9772-9781, 2023‏
292023
The Future of Work: How New Technologies Are Transforming Tasks‏
M Fleming, W Clarke, S Das, P Phongthiengtham, P Reddy‏
MIT-IBM Watson AI Lab, 2019‏
28*2019
Distributed state estimation in multi-agent networks‏
S Das, JMF Moura‏
ICASSP: 38th International Conference on Acoustics, Speech, and Signal …, 2013‏
282013
A stochastic proximal gradient framework for decentralized non-convex composite optimization: Topology-independent sample complexity and communication efficiency‏
R Xin, S Das, UA Khan, S Kar‏
arXiv preprint arXiv:2110.01594, 2021‏
23*2021
An Adaptive, Data-Driven Personalized Advisor for Increasing Physical Activity‏
Z Li, S Das, J Codella, T Hao, K Lin, C Maduri, CH Chen‏
IEEE Journal of Biomedical and Health Informatics, 2018‏
22*2018
Effective human-AI teams via learned natural language rules and onboarding‏
H Mozannar, J Lee, D Wei, P Sattigeri, S Das, D Sontag‏
Advances in Neural Information Processing Systems 36, 2023‏
182023
Input data correction‏
HY Chang, JV Codella, S Das‏
US Patent 10,585,739, 2020‏
182020
Model adaption and online learning for unstable environments‏
S Das, P Lade, S Srinivasan, R Ghosh‏
US Patent App. 15/346,707, 2017‏
15*2017
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مقالات 1–20