Mufan (Bill) Li

11 papers A* 5Journal 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Analysis of Langevin Monte Carlo from Poincaré to Log-Sobolev.
Found. Comput. Math.
Sinho Chewi, Murat A. Erdogdu, Mufan (Bill) Li, Ruoqi Shen, Matthew Shunshi Zhang
2024 A* conf
Sampling from the Mean-Field Stationary Distribution.
COLT
Yunbum Kook, Matthew Shunshi Zhang, Sinho Chewi, Murat A. Erdogdu, Mufan (Bill) Li
2023 A* conf
Improved Discretization Analysis for Underdamped Langevin Monte Carlo.
COLT
Matthew Shunshi Zhang, Sinho Chewi, Mufan (Bill) Li, Krishna Balasubramanian, Murat A. Erdogdu
2022 J jnl
Acceleration of Gossip Algorithms through the Euler-Poisson-Darboux Equation.
CoRR
Raphaël Berthier, Mufan (Bill) Li
2022 A* conf
Analysis of Langevin Monte Carlo from Poincare to Log-Sobolev.
COLT
Sinho Chewi, Murat A. Erdogdu, Mufan (Bill) Li, Ruoqi Shen, Shunshi Zhang
2022 A* conf
The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization.
NeurIPS
Mufan (Bill) Li, Mihai Nica, Daniel M. Roy
2022 J jnl
The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization.
CoRR
Mufan (Bill) Li, Mihai Nica, Daniel M. Roy
2021 J jnl
Higher Order Generalization Error for First Order Discretization of Langevin Diffusion.
CoRR
Mufan (Bill) Li, Maxime Gazeau
2021 J jnl
The Future is Log-Gaussian: ResNets and Their Infinite-Depth-and-Width Limit at Initialization.
CoRR
Mufan (Bill) Li, Mihai Nica, Daniel M. Roy
2021 A* conf
The future is log-Gaussian: ResNets and their infinite-depth-and-width limit at initialization.
NeurIPS
Mufan (Bill) Li, Mihai Nica, Daniel M. Roy
2020 J jnl
Riemannian Langevin Algorithm for Solving Semidefinite Programs.
CoRR
Mufan (Bill) Li, Murat A. Erdogdu