Mufan (Bill) Li

According to our database, Mufan (Bill) Li authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

Sampling from the Mean-Field Stationary Distribution.

Yunbum Kook, Matthew Shunshi Zhang, Sinho Chewi, Murat A. Erdogdu, Mufan (Bill) Li

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

Improved Discretization Analysis for Underdamped Langevin Monte Carlo.

Matthew Shunshi Zhang, Sinho Chewi, Mufan (Bill) Li, Krishna Balasubramanian, Murat A. Erdogdu

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2022

Acceleration of Gossip Algorithms through the Euler-Poisson-Darboux Equation.

Raphaël Berthier, Mufan (Bill) Li

CoRR, 2022

The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization.

Mufan (Bill) Li, Mihai Nica, Daniel M. Roy

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Analysis of Langevin Monte Carlo from Poincare to Log-Sobolev.

Sinho Chewi, Murat A. Erdogdu, Mufan (Bill) Li, Ruoqi Shen, Shunshi Zhang

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

Higher Order Generalization Error for First Order Discretization of Langevin Diffusion.

Mufan (Bill) Li, Maxime Gazeau

CoRR, 2021

The future is log-Gaussian: ResNets and their infinite-depth-and-width limit at initialization.

Mufan (Bill) Li, Mihai Nica, Daniel M. Roy

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Riemannian Langevin Algorithm for Solving Semidefinite Programs.

Mufan (Bill) Li, Murat A. Erdogdu

CoRR, 2020