Zhang, Shunshi

4 publications

COLT 2023 Improved Discretization Analysis for Underdamped Langevin Monte Carlo Shunshi Zhang, Sinho Chewi, Mufan Li, Krishna Balasubramanian, Murat A. Erdogdu

AISTATS 2022 Convergence of Langevin Monte Carlo in Chi-Squared and Rényi Divergence Murat A. Erdogdu, Rasa Hosseinzadeh, Shunshi Zhang

COLT 2022 Analysis of Langevin Monte Carlo from Poincare to Log-Sobolev Sinho Chewi, Murat A Erdogdu, Mufan Li, Ruoqi Shen, Shunshi Zhang

COLT 2022 Towards a Theory of Non-Log-Concave Sampling:First-Order Stationarity Guarantees for Langevin Monte Carlo Krishna Balasubramanian, Sinho Chewi, Murat A Erdogdu, Adil Salim, Shunshi Zhang