Amrit Singh Bedi

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Alec KoppelResearch Lead, JP Morgan AI ResearchPatvirtintas el. paštas jpmchase.com
Ketan RajawatIIT KanpurPatvirtintas el. paštas iitk.ac.in
Dinesh ManochaDistinguished University Professor, University of Maryland at College ParkPatvirtintas el. paštas umd.edu
Souradip ChakrabortyUniversity of Maryland, College Park | Past : ML Research@Walmart LabsPatvirtintas el. paštas umd.edu
Vaneet AggarwalPurdue UniversityPatvirtintas el. paštas purdue.edu
Furong HuangAssociate Professor of Computer Science, University of MarylandPatvirtintas el. paštas umd.edu
Mengdi WangCenter for Statistics & Machine Learning, ECE, Princeton UniversityPatvirtintas el. paštas princeton.edu
Brian M SadlerThe University of Texas at AustinPatvirtintas el. paštas ieee.org
Junyu ZhangIndustrial Systems Engineering and Management, National University of SingaporePatvirtintas el. paštas nus.edu.sg
Pratap TokekarAssociate Professor, University of MarylandPatvirtintas el. paštas umd.edu
Bennis MehdiFull Professor, IEEE Fellow, Head of ICON, University of OuluPatvirtintas el. paštas oulu.fi
Anis ElgabliKing Fahd university of Petroleum and MineralsPatvirtintas el. paštas kfupm.edu.sa
Sicheng ZhuUniversity of Maryland, College ParkPatvirtintas el. paštas umd.edu
Wesley A SuttleU.S. Army Research LaboratoryPatvirtintas el. paštas army.mil
Rishabh DixitDepartment of Mathematics, UC San DiegoPatvirtintas el. paštas ucsd.edu
Jihong ParkAssociate Professor, SUTD, SMIEEEPatvirtintas el. paštas sutd.edu.sg
Bang AnUniversity of Maryland, College ParkPatvirtintas el. paštas umd.edu
Bhrij PatelCS PhD Student, University of Maryland, College ParkPatvirtintas el. paštas umd.edu
Chaouki Ben IssaidSenior Researcher and Adjunct Professor, University of OuluPatvirtintas el. paštas oulu.fi
Xiyang WuUniversity of MarylandPatvirtintas el. paštas umd.edu

Stebėti

Amrit Singh Bedi

Kiti vardaiAmrit S. Bedi

Assistant Professor in Department of Computer Science, University of Central Florida, FL, USA

Patvirtintas el. paštas ucf.edu - Pagrindinis puslapis

Reinforcement Learning AI Alignment AI generated Text Detection Convex and Non-convex optimization


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
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	167	2020
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	130*	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	114	2019
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	86	2020
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	73	2022
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	71	2020
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	68*
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	46	2018
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	45	2022
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	43	2020
Online learning over dynamic graphs via distributed proximal gradient algorithm R Dixit, AS Bedi, K Rajawat IEEE Transactions on Automatic Control, 2020	41	2020
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	37	2021
Asynchronous Incremental Stochastic Dual Descent Algorithm for Network Resource Allocation AS Bedi, K Rajawat IEEE Transactions on Signal Processing, 2018	36	2018
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	31	2019
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	29	2019
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	27	2023
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	27	2021

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