Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal
Distributions using Simulated Tempering Langevin Monte Carlo

Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo

7 October 2017

Andrej Risteski

Papers citing "Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo"

9 / 9 papers shown

Title
On the query complexity of sampling from non-log-concave distributions Yuchen He Chihao Zhang 41 0 0 10 Feb 2025
A noise-corrected Langevin algorithm and sampling by half-denoising Aapo Hyvärinen DiffM 33 1 0 08 Oct 2024
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics Haoyang Zheng Hengrong Du Qi Feng Wei Deng Guang Lin 39 4 0 13 May 2024
Perfect Sampling from Pairwise Comparisons Dimitris Fotakis Alkis Kalavasis Christos Tzamos 24 3 0 23 Nov 2022
Fisher information lower bounds for sampling Sinho Chewi P. Gerber Holden Lee Chen Lu 43 15 0 05 Oct 2022
Statistical Efficiency of Score Matching: The View from Isoperimetry Frederic Koehler Alexander Heckett Andrej Risteski DiffM 102 50 0 03 Oct 2022
Convergence for score-based generative modeling with polynomial complexity Holden Lee Jianfeng Lu Yixin Tan DiffM 18 126 0 13 Jun 2022
Optimal Temperature Spacing for Regionally Weight-preserving Tempering Nicholas G. Tawn Gareth O. Roberts 9 4 0 13 Oct 2018
Global Convergence of Langevin Dynamics Based Algorithms for Nonconvex Optimization Pan Xu Jinghui Chen Difan Zou Quanquan Gu 31 200 0 20 Jul 2017