Mudit Gaur

14 papers A* 2Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improved Sample Complexity Bounds For Diffusion Model Training Without Empirical Risk Minimizer Access.
Trans. Mach. Learn. Res.
Mudit Gaur, Prashant Trivedi, Sasidhar Kunapuli, Amrit Singh Bedi, Vaneet Aggarwal
2026 J jnl
Oracle-Robust Online Alignment for Large Language Models.
CoRR
Zimeng Li, Mudit Gaur, Vaneet Aggarwal
2026 J jnl
Order-Optimal Sample Complexity of Rectified Flows.
CoRR
Hari Krishna Sahoo, Mudit Gaur, Vaneet Aggarwal
2025 — conf
ArchXBench: A Complex Digital Systems Benchmark Suite for LLM Driven RTL Synthesis.
MLCAD
Suresh Purini, Siddhant Garg, Mudit Gaur, Sankalp Bhat, Sohan Mupparapu, Arun Ravindran
2025 J jnl
ArchXBench: A Complex Digital Systems Benchmark Suite for LLM Driven RTL Synthesis.
CoRR
Suresh Purini, Siddhant Garg, Mudit Gaur, Sankalp Bhat, Sohan Mupparapu, Arun Ravindran
2025 J jnl
Discrete State Diffusion Models: A Sample Complexity Perspective.
CoRR
Aadithya Srikanth, Mudit Gaur, Vaneet Aggarwal
2025 J jnl
Generative Modeling with Continuous Flows: Sample Complexity of Flow Matching.
CoRR
Mudit Gaur, Prashant Trivedi, Shuchin Aeron, Amrit Singh Bedi, George K. Atia, Vaneet Aggarwal
2025 J jnl
On The Sample Complexity Bounds In Bilevel Reinforcement Learning.
CoRR
Mudit Gaur, Amrit Singh Bedi, Raghu Pasupathu, Vaneet Aggarwal
2025 J jnl
Sample Complexity of Diffusion Model Training Without Empirical Risk Minimizer Access.
CoRR
Mudit Gaur, Prashant Trivedi, Sasidhar Kunapuli, Amrit Singh Bedi, Vaneet Aggarwal
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 J jnl
Closing the Gap: Achieving Global Convergence (Last Iterate) of Actor-Critic under Markovian Sampling with Neural Network Parametrization.
CoRR
Mudit Gaur, Amrit Singh Bedi, Di Wang, Vaneet Aggarwal
2023 A* conf
On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization.
ICML
Mudit Gaur, Vaneet Aggarwal, Mridul Agarwal
2023 J jnl
On the Global Convergence of Natural Actor-Critic with Two-layer Neural Network Parametrization.
CoRR
Mudit Gaur, Amrit Singh Bedi, Di Wang, Vaneet Aggarwal
2022 J jnl
On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization.
CoRR
Mudit Gaur, Vaneet Aggarwal, Mridul Agarwal