Langevin Monte Carlo for strongly log-concave distributions: Randomized midpoint revisited

14 June 2023

Papers citing "Langevin Monte Carlo for strongly log-concave distributions: Randomized midpoint revisited"

7 / 7 papers shown

Title
Beyond Propagation of Chaos: A Stochastic Algorithm for Mean Field Optimization Chandan Tankala Dheeraj M. Nagaraj Anant Raj 44 0 0 17 Mar 2025
The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models S. Kandasamy Dheeraj M. Nagaraj DiffM 33 2 0 27 May 2024
Log-Concave Sampling on Compact Supports: A Versatile Proximal Framework Lu Yu 16 0 0 24 May 2024
Parallelized Midpoint Randomization for Langevin Monte Carlo Lu Yu A. Dalalyan 38 6 0 22 Feb 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
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 287 9,156 0 06 Jun 2015