Bhargav Ganguly

15 papers A* 1A 1Journal 10Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Quantum Speedups in Regret Analysis of Infinite Horizon Average-Reward Markov Decision Processes. ICML Bhargav Ganguly, Yang Xu, Vaneet Aggarwal
2024	J	`jnl`	Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future Directions. CoRR Jiayu Chen, Bhargav Ganguly, Yang Xu, Yongsheng Mei, Tian Lan, Vaneet Aggarwal
2024	J	`jnl`	Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future Directions. Trans. Mach. Learn. Res. Jiayu Chen, Bhargav Ganguly, Yang Xu, Yongsheng Mei, Tian Lan, Vaneet Aggarwal
2024	J	`jnl`	Online Federated Learning via Non-Stationary Detection and Adaptation Amidst Concept Drift. IEEE/ACM Trans. Netw. Bhargav Ganguly, Vaneet Aggarwal
2024	J	`jnl`	Variational Offline Multi-agent Skill Discovery. CoRR Jiayu Chen, Bhargav Ganguly, Tian Lan, Vaneet Aggarwal
2023	—	`conf`	Impact of AI on Mobile Computing: A Systematic Review from a Human Factors Perspective. HCI (53) Jiayu Chen, Bhargav Ganguly, Sameeran G. Kanade, Vincent G. Duffy
2023	J	`jnl`	Multi-Edge Server-Assisted Dynamic Federated Learning With an Optimized Floating Aggregation Point. IEEE/ACM Trans. Netw. Bhargav Ganguly, Seyyedali Hosseinalipour, Kwang Taik Kim, Christopher G. Brinton, Vaneet Aggarwal, David J. Love, Mung Chiang
2023	J	`jnl`	Quantum Acceleration of Infinite Horizon Average-Reward Reinforcement Learning. CoRR Bhargav Ganguly, Vaneet Aggarwal
2023	J	`jnl`	Quantum Computing Provides Exponential Regret Improvement in Episodic Reinforcement Learning. CoRR Bhargav Ganguly, Yulian Wu, Di Wang, Vaneet Aggarwal
2022	—	`conf`	Convergence Rates of Average-Reward Multi-agent Reinforcement Learning via Randomized Linear Programming. CDC Alec Koppel, Amrit Singh Bedi, Bhargav Ganguly, Vaneet Aggarwal
2022	J	`jnl`	Multi-Edge Server-Assisted Dynamic Federated Learning with an Optimized Floating Aggregation Point. CoRR Bhargav Ganguly, Seyyedali Hosseinalipour, Kwang Taik Kim, Christopher G. Brinton, Vaneet Aggarwal, David J. Love, Mung Chiang
2022	J	`jnl`	Online Federated Learning via Non-Stationary Detection and Adaptation amidst Concept Drift. CoRR Bhargav Ganguly, Vaneet Aggarwal
2021	J	`jnl`	Communication Efficient Parallel Reinforcement Learning. CoRR Mridul Agarwal, Bhargav Ganguly, Vaneet Aggarwal
2021	A	`conf`	Communication efficient parallel reinforcement learning. UAI Mridul Agarwal, Bhargav Ganguly, Vaneet Aggarwal
2021	—	`conf`	Randomized Linear Programming for Tabular Average-Cost Multi-agent Reinforcement Learning. ACSCC Alec Koppel, Amrit Singh Bedi, Bhargav Ganguly, Vaneet Aggarwal