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Amrit Singh Bedi
Amrit Singh Bedi
Other namesAmrit S. Bedi
Assistant Professor in Department of Computer Science, University of Central Florida, FL, USA
Verified email at umd.edu - Homepage
Title
Cited by
Cited by
Year
Variational policy gradient method for reinforcement learning with general utilities
J Zhang, A Koppel, AS Bedi, C Szepesvari, M Wang
Advances in Neural Information Processing Systems 33, 2020
1232020
Online Learning With Inexact Proximal Online Gradient Descent Algorithms
R Dixit, AS Bedi, R Tripathi, K Rajawat
IEEE Transactions on Signal Processing 67 (5), 1338 - 1352, 2019
952019
GADMM: Fast and communication efficient framework for distributed machine learning
A Elgabli, J Park, AS Bedi, M Bennis, V Aggarwal
Journal of Machine Learning Research 21 (76), 1-39, 2020
742020
On the possibilities of ai-generated text detection
S Chakraborty, AS Bedi, S Zhu, B An, D Manocha, F Huang
arXiv preprint arXiv:2304.04736, 2023
60*2023
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning
A Elgabli, J Park, AS Bedi, M Bennis, V Aggarwal
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
562020
Achieving zero constraint violation for constrained reinforcement learning via primal-dual approach
Q Bai, AS Bedi, M Agarwal, A Koppel, V Aggarwal
Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 3682-3689, 2022
502022
Tracking Moving Agents via Inexact Online Gradient Descent Algorithm
AS Bedi, P Sarma, K Rajawat
IEEE Journal of Selected Topics in Signal Processing 12 (1), 202-217, 2018
402018
Asynchronous Incremental Stochastic Dual Descent Algorithm for Network Resource Allocation
AS Bedi, K Rajawat
IEEE Transactions on Signal Processing, 2018
352018
Asynchronous and parallel distributed pose graph optimization
Y Tian, A Koppel, AS Bedi, JP How
IEEE Robotics and Automation Letters 5 (4), 5819-5826, 2020
322020
Cautious reinforcement learning via distributional risk in the dual domain
J Zhang, AS Bedi, M Wang, A Koppel
arXiv preprint arXiv:2002.12475, 2020
292020
Online learning over dynamic graphs via distributed proximal gradient algorithm
R Dixit, AS Bedi, K Rajawat
IEEE Transactions on Automatic Control, 2020
282020
Asynchronous Saddle Point Algorithm for Stochastic Optimization in Heterogeneous Networks
AS Bedi, A Koppel, K Rajawat
IEEE Transactions on Signal Processing 67 (7), 1742 - 1757, 2019
262019
Asynchronous online learning in multi-agent systems with proximity constraints
AS Bedi, A Koppel, K Rajawat
IEEE Transactions on Signal and Information Processing over Networks 5 (3 …, 2019
242019
Online algorithms for storage utilization under real-time pricing in smart grid
SA Amrit S. Bedi, , P.V. Aditya P., , Md. Waseem Ahmad, , S. Swapnil ...
International Journal of Electrical Power & Energy Systems 101, 50-59, 2018
23*2018
Dynamic Online Learning via Frank-Wolfe Algorithm
DS Kalhan, AS Bedi, A Koppel, K Rajawat, H Hassani, AK Gupta, ...
IEEE Transactions on Signal Processing 69, 932-947, 2021
222021
Nonparametric Compositional Stochastic Optimization for Risk-Sensitive Kernel Learning
AS Bedi, A Koppel, K Rajawat
IEEE Transactions on Signal Processing (Submitted), 0
22*
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning
A Elgabli, CB Issaid, AS Bedi, K Rajawat, M Bennis, V Aggarwal
International Conference on Machine Learning, 5861-5877, 2022
202022
Conservative stochastic optimization with expectation constraints
Z Akhtar, AS Bedi, K Rajawat
IEEE Transactions on Signal Processing 69, 3190-3205, 2021
202021
On the Hidden Biases of Policy Mirror Ascent in Continuous Action Spaces
AS Bedi, S Chakraborty, A Parayil, BM Sadler, P Tokekar, A Koppel
International Conference on Machine Learning, 1716-1731, 2022
152022
Nonstationary Nonparametric Online Learning: Balancing Dynamic Regret and Model Parsimony
AS Bedi, A Koppel, K Rajawat, BM Sadler
arXiv preprint arXiv:1909.05442, 2019
14*2019
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