Sqrt(d) Dimension Dependence of Langevin Monte Carlo

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Sqrt(d) Dimension Dependence of Langevin Monte Carlo

8 September 2021

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

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Title
Random Reshuffling for Stochastic Gradient Langevin Dynamics Luke Shaw Peter A. Whalley 172 3 0 28 Jan 2025
Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion Ye He Kevin Rojas Molei Tao DiffM 116 11 0 27 Feb 2024
Improved dimension dependence of a proximal algorithm for sampling JiaoJiao Fan Bo Yuan Yongxin Chen 81 25 0 20 Feb 2023
Self-Consistency of the Fokker-Planck Equation Zebang Shen Zhenfu Wang Satyen Kale Alejandro Ribeiro Aim Karbasi Hamed Hassani 83 21 0 02 Jun 2022
Constrained Langevin Algorithms with L-mixing External Random Variables Yu Zheng Andrew G. Lamperski 78 6 0 27 May 2022
Convergence of the Riemannian Langevin Algorithm Khashayar Gatmiry Santosh Vempala 67 21 0 22 Apr 2022
A Convergence Theory for SVGD in the Population Limit under Talagrand's Inequality T1 Adil Salim Lukang Sun Peter Richtárik 67 20 0 06 Jun 2021