Parallelized Midpoint Randomization for Langevin Monte Carlo

22 February 2024

Papers citing "Parallelized Midpoint Randomization for Langevin Monte Carlo"

5 / 5 papers shown

Title
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity Haoxuan Chen Yinuo Ren Lexing Ying Grant M. Rotskoff 59 17 0 24 May 2024
Log-Concave Sampling on Compact Supports: A Versatile Proximal Framework Lu Yu 16 0 0 24 May 2024
Fast parallel sampling under isoperimetry Nima Anari Sinho Chewi T. Vuong 13 8 0 17 Jan 2024
Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality Alireza Mousavi-Hosseini Tyler Farghly Ye He Krishnakumar Balasubramanian Murat A. Erdogdu 45 26 0 07 Mar 2023
Convergence of Langevin Monte Carlo in Chi-Squared and Renyi Divergence Murat A. Erdogdu Rasa Hosseinzadeh Matthew Shunshi Zhang 88 41 0 22 Jul 2020