Non-convex sampling for a mixture of locally smooth potentials

31 January 2023

Papers citing "Non-convex sampling for a mixture of locally smooth potentials"

9 / 9 papers shown

Title
Unadjusted Langevin algorithm for non-convex weakly smooth potentials D. Nguyen Xin Dang Yixin Chen 56 14 0 16 Jan 2021
Taming neural networks with TUSLA: Non-convex learning via adaptive stochastic gradient Langevin algorithms A. Lovas Iosif Lytras Miklós Rásonyi Sotirios Sabanis 63 26 0 25 Jun 2020
On the Convergence of Langevin Monte Carlo: The Interplay between Tail Growth and Smoothness Murat A. Erdogdu Rasa Hosseinzadeh 60 76 0 27 May 2020
Langevin Monte Carlo without smoothness Niladri S. Chatterji Jelena Diakonikolas Michael I. Jordan Peter L. Bartlett BDL 76 43 0 30 May 2019
Rapid Convergence of the Unadjusted Langevin Algorithm: Isoperimetry Suffices Santosh Vempala Andre Wibisono 84 265 0 20 Mar 2019
Higher Order Langevin Monte Carlo Algorithm Sotirios Sabanis Ying Zhang 59 23 0 02 Aug 2018
Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis Maxim Raginsky Alexander Rakhlin Matus Telgarsky 73 521 0 13 Feb 2017
Non-asymptotic convergence analysis for the Unadjusted Langevin Algorithm Alain Durmus Eric Moulines 66 412 0 17 Jul 2015
Theoretical guarantees for approximate sampling from smooth and log-concave densities A. Dalalyan 80 514 0 23 Dec 2014