A Proximal Algorithm for Sampling

28 February 2022

Papers citing "A Proximal Algorithm for Sampling"

16 / 16 papers shown

Title
Entropy-Guided Sampling of Flat Modes in Discrete Spaces Pinaki Mohanty Riddhiman Bhattacharya Ruqi Zhang 146 0 0 05 May 2025
Mixing Time of the Proximal Sampler in Relative Fisher Information via Strong Data Processing Inequality Andre Wibisono 53 1 0 08 Feb 2025
Efficient Statistics With Unknown Truncation, Polynomial Time Algorithms, Beyond Gaussians Jane H. Lee Anay Mehrotra Manolis Zampetakis 25 1 0 02 Oct 2024
Proximal Oracles for Optimization and Sampling Jiaming Liang Yongxin Chen 36 3 0 02 Apr 2024
Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion Ye He Kevin Rojas Molei Tao DiffM 38 8 0 27 Feb 2024
Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models Song Mei Yuchen Wu DiffM 31 26 0 20 Sep 2023
Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms Tim Tsz-Kit Lau Han Liu T. Pock 39 4 0 25 May 2023
The probability flow ODE is provably fast Sitan Chen Sinho Chewi Holden Lee Yuanzhi Li Jianfeng Lu Adil Salim DiffM 33 84 0 19 May 2023
Faster high-accuracy log-concave sampling via algorithmic warm starts Jason M. Altschuler Sinho Chewi 21 34 0 20 Feb 2023
Improved dimension dependence of a proximal algorithm for sampling JiaoJiao Fan Bo Yuan Yongxin Chen 27 24 0 20 Feb 2023
Nesterov smoothing for sampling without smoothness JiaoJiao Fan Bo Yuan Jiaming Liang Yongxin Chen 37 2 0 15 Aug 2022
A Proximal Algorithm for Sampling from Non-convex Potentials Jiaming Liang Yongxin Chen 33 4 0 20 May 2022
Improved analysis for a proximal algorithm for sampling Yongxin Chen Sinho Chewi Adil Salim Andre Wibisono 19 54 0 13 Feb 2022
When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint Y. Freund Yi Ma Tong Zhang 37 16 0 05 Oct 2021
Unadjusted Langevin algorithm for non-convex weakly smooth potentials D. Nguyen Xin Dang Yixin Chen 40 14 0 16 Jan 2021
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,266 0 09 Jun 2012