Amrit S. Bedi

36 papers A* 9B 2C 1Misc 6Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
Beyond Joint Demonstrations: Personalized Expert Guidance for Efficient Multi-Agent Reinforcement Learning.
CoRR
Peihong Yu, Manav Mishra, Alec Koppel, Carl E. Busart, Priya Narayan, Dinesh Manocha, Amrit S. Bedi, Pratap Tokekar
2024 J jnl
Beyond Text: Utilizing Vocal Cues to Improve Decision Making in LLMs for Robot Navigation Tasks.
Trans. Mach. Learn. Res.
Xingpeng Sun, Haoming Meng, Souradip Chakraborty, Amrit S. Bedi, Aniket Bera
2024 A* conf
Closing the Gap: Achieving Global Convergence (Last Iterate) of Actor-Critic under Markovian Sampling with Neural Network Parametrization.
ICML
Mudit Gaur, Amrit S. Bedi, Di Wang, Vaneet Aggarwal
2024 A* conf
MaxMin-RLHF: Alignment with Diverse Human Preferences.
ICML
Souradip Chakraborty, Jiahao Qiu, Hui Yuan, Alec Koppel, Dinesh Manocha, Furong Huang, Amrit S. Bedi, Mengdi Wang
2024 A* conf
PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling.
ICML
Utsav Singh, Wesley A. Suttle, Brian M. Sadler, Vinay P. Namboodiri, Amrit S. Bedi
2024 A* conf
Position: On the Possibilities of AI-Generated Text Detection.
ICML
Souradip Chakraborty, Amrit S. Bedi, Sicheng Zhu, Bang An, Dinesh Manocha, Furong Huang
2024 J jnl
SAIL: Self-Improving Efficient Online Alignment of Large Language Models.
CoRR
Mucong Ding, Souradip Chakraborty, Vibhu Agrawal, Zora Che, Alec Koppel, Mengdi Wang, Amrit S. Bedi, Furong Huang
2024 A* conf
Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles.
ICML
Bhrij Patel, Wesley A. Suttle, Alec Koppel, Vaneet Aggarwal, Brian M. Sadler, Dinesh Manocha, Amrit S. Bedi
2023 J jnl
A Survey on the Possibilities & Impossibilities of AI-generated Text Detection.
Trans. Mach. Learn. Res.
Soumya Suvra Ghosal, Souradip Chakraborty, Jonas Geiping, Furong Huang, Dinesh Manocha, Amrit S. Bedi
2023 A* conf
Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic.
ICML
Wesley A. Suttle, Amrit S. Bedi, Bhrij Patel, Brian M. Sadler, Alec Koppel, Dinesh Manocha
2023 Misc conf
Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning.
CoRL
Xiyang Wu, Rohan Chandra, Tianrui Guan, Amrit S. Bedi, Dinesh Manocha
2023 A* conf
STEERING : Stein Information Directed Exploration for Model-Based Reinforcement Learning.
ICML
Souradip Chakraborty, Amrit S. Bedi, Alec Koppel, Mengdi Wang, Furong Huang, Dinesh Manocha
2023 A* conf
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication.
ICLR
Marco Bornstein, Tahseen Rabbani, Evan Wang, Amrit S. Bedi, Furong Huang
2022 — conf
Fast Distributed Beamforming without Receiver Feedback.
IEEECONF
Kushal Chakrabarti, Amrit S. Bedi, Fikadu T. Dagefu, Jeffrey N. Twigg, Nikhil Chopra
2022 J jnl
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning.
CoRR
Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Ketan Rajawat, Mehdi Bennis, Vaneet Aggarwal
2022 Misc conf
HTRON: Efficient Outdoor Navigation with Sparse Rewards via Heavy Tailed Adaptive Reinforce Algorithm.
CoRL
Kasun Weerakoon, Souradip Chakraborty, Nare Karapetyan, Adarsh Jagan Sathyamoorthy, Amrit S. Bedi, Dinesh Manocha
2021 Misc conf
A Dynamical Systems Perspective on Online Bayesian Nonparametric Estimators with Adaptive Hyperparameters.
ICASSP
Alec Koppel, Amrit S. Bedi, Vikram Krishnamurthy
2021 B conf
Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent.
GLOBECOM
Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2021 J jnl
Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent.
CoRR
Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2020 Misc conf
Communication Efficient Framework for Decentralized Machine Learning.
CISS
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2020 J jnl
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning.
J. Mach. Learn. Res.
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2020 Misc conf
Projection Free Dynamic Online Learning.
ICASSP
Deepak S. Kalhan, Amrit S. Bedi, Alec Koppel, Ketan Rajawat, Abhishek K. Gupta, Adrish Banerjee
2020 Misc conf
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.
ICASSP
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2019 C conf
Controlling the Bias-Variance Tradeoff via Coherent Risk for Robust Learning with Kernels.
ACC
Alec Koppel, Amrit S. Bedi, Ketan Rajawat
2019 J jnl
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning.
CoRR
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2019 J jnl
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.
CoRR
Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2018 A* conf
An Online Approach to D2D Trajectory Utility Maximization Problem.
INFOCOM
Amrit S. Bedi, Ketan Rajawat, Marceau Coupechoux
2018 J jnl
Asynchronous Incremental Stochastic Dual Descent Algorithm for Network Resource Allocation.
IEEE Trans. Signal Process.
Amrit S. Bedi, Ketan Rajawat
2018 — conf
On Socially Optimal Traffic Flow in the Presence of Random Users.
ANTS
Anant Chopra, Deepak S. Kalhan, Amrit S. Bedi, Abhishek K. Gupta, Ketan Rajawat
2018 J jnl
On Socially Optimal Traffic Flow in the Presence of Random Users.
CoRR
Anant Chopra, Deepak S. Kalhan, Amrit S. Bedi, Abhishek K. Gupta, Ketan Rajawat
2018 J jnl
Tracking Moving Agents via Inexact Online Gradient Descent Algorithm.
IEEE J. Sel. Top. Signal Process.
Amrit S. Bedi, Paban Sarma, Ketan Rajawat
2017 — conf
Asynchronous resource allocation in distributed heterogeneous networks.
ICC
Amrit S. Bedi, Ketan Rajawat
2017 — conf
Optimal utilization of storage systems under real-time pricing.
ICC Workshops
Amrit S. Bedi, Md. Waseem Ahmad, Ketan Rajawat, Sandeep Anand
2016 J jnl
BER-Optimized Precoders for OFDM Systems With Insufficient Cyclic Prefix.
IEEE Commun. Lett.
Amrit S. Bedi, Javed Akhtar, Ketan Rajawat, Aditya K. Jagannatham
2016 B conf
BER-Optimized Robust Precoder Design for MIMO-OFDM Systems with Insufficient CP.
GLOBECOM
Javed Akhtar, Amrit S. Bedi, Ketan Rajawat, Aditya K. Jagannatham
2016 — conf
Online load scheduling under price and demand uncertainty in smart grid.
SPCOM
Amrit S. Bedi, Ketan Rajawat