Does Momentum Help in Stochastic Optimization? A Sample Complexity Analysis. S Ganesh, R Deb, G Thoppe, A Budhiraja Uncertainty in Artificial Intelligence, 602-612, 2023 | 3* | 2023 |
Online Learning with Adversaries: A Differential Inclusion Analysis S Ganesh, A Reiffers-Masson, G Thoppe 62nd IEEE Conference on Decision and Control (CDC), 1288-1293, 2023 | 2 | 2023 |
Trees with matrix weights: Laplacian matrix and characteristic-like vertices S Ganesh, S Mohanty Linear Algebra and its Applications 646, 195-237, 2022 | 2 | 2022 |
Variance-Reduced Policy Gradient Approaches for Infinite Horizon Average Reward Markov Decision Processes S Ganesh, WU Mondal, V Aggarwal arXiv preprint arXiv:2404.02108, 2024 | | 2024 |
Global Convergence Guarantees for Federated Policy Gradient Methods with Adversaries S Ganesh, J Chen, G Thoppe, V Aggarwal arXiv preprint arXiv:2403.09940, 2024 | | 2024 |