Swetha Ganesh

16 papers A* 1A 3Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Breaking the Bias Barrier in Concave Multi-Objective Reinforcement Learning. CoRR Swetha Ganesh, Vaneet Aggarwal
2025	A*	`conf`	A Sharper Global Convergence Analysis for Average Reward Reinforcement Learning via an Actor-Critic Approach. ICML Swetha Ganesh, Washim Uddin Mondal, Vaneet Aggarwal
2025	J	`jnl`	Efficient CoRR Yang Xu, Swetha Ganesh, Vaneet Aggarwal
2025	J	`jnl`	Global Convergence for Average Reward Constrained MDPs with Primal-Dual Actor Critic Algorithm. CoRR Yang Xu, Swetha Ganesh, Washim Uddin Mondal, Qinbo Bai, Vaneet Aggarwal
2025	A	`conf`	Order-Optimal Global Convergence for Actor-Critic with General Policy and Neural Critic Parametrization. UAI Swetha Ganesh, Jiayu Chen, Washim Uddin Mondal, Vaneet Aggarwal
2025	A	`conf`	Order-Optimal Regret with Novel Policy Gradient Approaches in Infinite-Horizon Average Reward MDPs. AISTATS Swetha Ganesh, Washim Uddin Mondal, Vaneet Aggarwal
2025	J	`jnl`	Primal-Only Actor Critic Algorithm for Robust Constrained Average Cost MDPs. CoRR Anirudh Satheesh, Sooraj Sathish, Swetha Ganesh, Keenan Powell, Vaneet Aggarwal
2025	J	`jnl`	Regret Analysis of Average-Reward Unichain MDPs via an Actor-Critic Approach. CoRR Swetha Ganesh, Vaneet Aggarwal
2024	J	`jnl`	An Accelerated Multi-level Monte Carlo Approach for Average Reward Reinforcement Learning with General Policy Parametrization. CoRR Swetha Ganesh, Vaneet Aggarwal
2024	J	`jnl`	Global Convergence Guarantees for Federated Policy Gradient Methods with Adversaries. CoRR Swetha Ganesh, Jiayu Chen, Gugan Thoppe, Vaneet Aggarwal
2024	J	`jnl`	Global Convergence Guarantees for Federated Policy Gradient Methods with Adversaries. Trans. Mach. Learn. Res. Swetha Ganesh, Jiayu Chen, Gugan Thoppe, Vaneet Aggarwal
2024	J	`jnl`	Variance-Reduced Policy Gradient Approaches for Infinite Horizon Average Reward Markov Decision Processes. CoRR Swetha Ganesh, Washim Uddin Mondal, Vaneet Aggarwal
2023	A	`conf`	Does Momentum Help in Stochastic Optimization? A Sample Complexity Analysis. UAI Swetha Ganesh, Rohan Deb, Gugan Thoppe, Amarjit Budhiraja
2023	J	`jnl`	Online Learning with Adversaries: A Differential Inclusion Analysis. CoRR Swetha Ganesh, Alexandre Reiffers-Masson, Gugan Thoppe
2023	—	`conf`	Online Learning with Adversaries: A Differential-Inclusion Analysis. CDC Swetha Ganesh, Alexandre Reiffers-Masson, Gugan Thoppe
2021	J	`jnl`	Does Momentum Help? A Sample Complexity Analysis. CoRR Gugan Thoppe, Rohan Deb, Swetha Ganesh, Amarjit Budhiraja