Mufan (Bill) Li

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

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Publications

Yunbum Kook, Matthew Shunshi Zhang, Sinho Chewi, Murat A. Erdogdu, Mufan (Bill) Li
Sampling from the Mean-Field Stationary Distribution. COLT (2024)
Matthew Shunshi Zhang, Sinho Chewi, Mufan (Bill) Li, Krishna Balasubramanian, Murat A. Erdogdu
Improved Discretization Analysis for Underdamped Langevin Monte Carlo. COLT (2023)
Mufan (Bill) Li, Mihai Nica, Daniel M. Roy
The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization. NeurIPS (2022)
Sinho Chewi, Murat A. Erdogdu, Mufan (Bill) Li, Ruoqi Shen, Shunshi Zhang
Analysis of Langevin Monte Carlo from Poincare to Log-Sobolev. COLT (2022)
Mufan (Bill) Li, Mihai Nica, Daniel M. Roy
The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization. CoRR (2022)
Mufan (Bill) Li, Mihai Nica, Daniel M. Roy
The future is log-Gaussian: ResNets and their infinite-depth-and-width limit at initialization. NeurIPS (2021)