Gaur, Mudit

4 publications

TMLR 2026 Improved Sample Complexity Bounds for Diffusion Model Training Without Empirical Risk Minimizer Access Mudit Gaur, Prashant Trivedi, Sasidhar Kunapuli, Amrit Singh Bedi, Vaneet Aggarwal

NeurIPS 2025 On the Sample Complexity Bounds of Bilevel Reinforcement Learning Mudit Gaur, Utsav Singh, Amrit Singh Bedi, Raghu Pasupathy, Vaneet Aggarwal

ICML 2024 Closing the Gap: Achieving Global Convergence (Last Iterate) of Actor-Critic Under Markovian Sampling with Neural Network Parametrization Mudit Gaur, Amrit Bedi, Di Wang, Vaneet Aggarwal

ICML 2023 On the Global Convergence of Fitted Q-Iteration with Two-Layer Neural Network Parametrization Mudit Gaur, Vaneet Aggarwal, Mridul Agarwal