Mudit Gaur

According to our database, Mudit Gaur authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Oracle-Robust Online Alignment for Large Language Models.

Zimeng Li, Mudit Gaur, Vaneet Aggarwal

CoRR, February, 2026

Order-Optimal Sample Complexity of Rectified Flows.

Hari Krishna Sahoo, Mudit Gaur, Vaneet Aggarwal

CoRR, January, 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

Trans. Mach. Learn. Res., 2026

2025

Generative Modeling with Continuous Flows: Sample Complexity of Flow Matching.

Mudit Gaur, Prashant Trivedi, Shuchin Aeron, Amrit Singh Bedi, George K. Atia, Vaneet Aggarwal

CoRR, December, 2025

Discrete State Diffusion Models: A Sample Complexity Perspective.

Aadithya Srikanth, Mudit Gaur, Vaneet Aggarwal

CoRR, October, 2025

Sample Complexity of Diffusion Model Training Without Empirical Risk Minimizer Access.

Mudit Gaur, Prashant Trivedi, Sasidhar Kunapuli, Amrit Singh Bedi, Vaneet Aggarwal

CoRR, May, 2025

On The Sample Complexity Bounds In Bilevel Reinforcement Learning.

Mudit Gaur, Amrit Singh Bedi, Raghu Pasupathu, Vaneet Aggarwal

CoRR, March, 2025

ArchXBench: A Complex Digital Systems Benchmark Suite for LLM Driven RTL Synthesis.

Suresh Purini, Siddhant Garg, Mudit Gaur, Sankalp Bhat, Sohan Mupparapu, Arun Ravindran

Proceedings of the 7th ACM/IEEE Symposium on Machine Learning for CAD, 2025

2024

Closing the Gap: Achieving Global Convergence (Last Iterate) of Actor-Critic under Markovian Sampling with Neural Network Parametrization.

Mudit Gaur, Amrit S. Bedi, Di Wang, Vaneet Aggarwal

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

On the Global Convergence of Natural Actor-Critic with Two-layer Neural Network Parametrization.

Mudit Gaur, Amrit Singh Bedi, Di Wang, Vaneet Aggarwal

CoRR, 2023

On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization.

Mudit Gaur, Vaneet Aggarwal, Mridul Agarwal

Proceedings of the International Conference on Machine Learning, 2023