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Amrit Singh Bedi
Amrit Singh Bedi
Andre navnAmrit S. Bedi
Assistant Professor in Department of Computer Science, University of Central Florida, FL, USA
Verifisert e-postadresse på ucf.edu - Startside
Tittel
Sitert av
Sitert av
År
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
1672020
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
129*2023
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
1142019
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
862020
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
732022
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
712020
MaxMin-RLHF: Alignment with Diverse Human Preferences
S Chakraborty, J Qiu, H Yuan, A Koppel, D Manocha, F Huang, A Bedi, ...
Forty-first International Conference on Machine Learning, 0
65*
A Survey on the Possibilities & Impossibilities of AI-generated Text Detection
SS Ghosal, S Chakraborty, J Geiping, F Huang, D Manocha, A Bedi
Transactions on Machine Learning Research, 2023
49*2023
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
462018
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
452022
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
432020
Online learning over dynamic graphs via distributed proximal gradient algorithm
R Dixit, AS Bedi, K Rajawat
IEEE Transactions on Automatic Control, 2020
412020
Cautious reinforcement learning via distributional risk in the dual domain
J Zhang, AS Bedi, M Wang, A Koppel
IEEE Journal on Selected Areas in Information Theory 2 (2), 611-626, 2021
372021
Asynchronous Incremental Stochastic Dual Descent Algorithm for Network Resource Allocation
AS Bedi, K Rajawat
IEEE Transactions on Signal Processing, 2018
362018
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
312019
Parl: A unified framework for policy alignment in reinforcement learning from human feedback
S Chakraborty, A Bedi, A Koppel, H Wang, D Manocha, M Wang, F Huang
The Twelfth International Conference on Learning Representations, 2024
30*2024
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
292019
Conservative stochastic optimization with expectation constraints
Z Akhtar, AS Bedi, K Rajawat
IEEE Transactions on Signal Processing 69, 3190-3205, 2021
28*2021
Achieving zero constraint violation for constrained reinforcement learning via conservative natural policy gradient primal-dual algorithm
Q Bai, AS Bedi, V Aggarwal
Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 6737-6744, 2023
272023
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
272021
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Artikler 1–20