Nesterov smoothing for sampling without smoothness

15 August 2022

Papers citing "Nesterov smoothing for sampling without smoothness"

8 / 8 papers shown

Title
Improved dimension dependence of a proximal algorithm for sampling JiaoJiao Fan Bo Yuan Yongxin Chen 11 24 0 20 Feb 2023
Bregman Proximal Langevin Monte Carlo via Bregman--Moreau Envelopes Tim Tsz-Kit Lau Han Liu 40 7 0 10 Jul 2022
Variational Wasserstein gradient flow JiaoJiao Fan Qinsheng Zhang Amirhossein Taghvaei Yongxin Chen 68 54 0 04 Dec 2021
Minimax Mixing Time of the Metropolis-Adjusted Langevin Algorithm for Log-Concave Sampling Keru Wu S. Schmidler Yuansi Chen 34 50 0 27 Sep 2021
Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations J. Sanz-Serna K. Zygalakis 22 22 0 26 Apr 2021
Unadjusted Langevin algorithm for non-convex weakly smooth potentials D. Nguyen Xin Dang Yixin Chen 25 14 0 16 Jan 2021
Convergence of Langevin Monte Carlo in Chi-Squared and Renyi Divergence Murat A. Erdogdu Rasa Hosseinzadeh Matthew Shunshi Zhang 73 41 0 22 Jul 2020
MCMC using Hamiltonian dynamics Radford M. Neal 132 3,260 0 09 Jun 2012