Sqrt(d) Dimension Dependence of Langevin Monte Carlo

8 September 2021

Papers citing "Sqrt(d) Dimension Dependence of Langevin Monte Carlo"

9 / 9 papers shown

Title
Mirror Mean-Field Langevin Dynamics Anming Gu Juno Kim 31 0 0 05 May 2025
Random Reshuffling for Stochastic Gradient Langevin Dynamics Luke Shaw Peter A. Whalley 82 3 0 28 Jan 2025
Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance Marta Gentiloni-Silveri Antonio Ocello 37 2 0 04 Jan 2025
Nearly $d$ -Linear Convergence Bounds for Diffusion Models via Stochastic Localization Joe Benton Valentin De Bortoli Arnaud Doucet George Deligiannidis DiffM 41 101 0 07 Aug 2023
A Dynamical System View of Langevin-Based Non-Convex Sampling Mohammad Reza Karimi Ya-Ping Hsieh Andreas Krause 31 4 0 25 Oct 2022
Accelerating Hamiltonian Monte Carlo via Chebyshev Integration Time Jun-Kun Wang Andre Wibisono 27 9 0 05 Jul 2022
Convergence of the Riemannian Langevin Algorithm Khashayar Gatmiry Santosh Vempala 22 21 0 22 Apr 2022
On Convergence of Federated Averaging Langevin Dynamics Wei Deng Qian Zhang Yi-An Ma Zhao-quan Song Guang Lin FedML 27 16 0 09 Dec 2021
The Mirror Langevin Algorithm Converges with Vanishing Bias Ruilin Li Molei Tao Santosh Vempala Andre Wibisono 41 35 0 24 Sep 2021