Underdamped Langevin MCMC: A non-asymptotic analysis

Underdamped Langevin MCMC: A non-asymptotic analysis

12 July 2017

Niladri S. Chatterji

Peter L. Bartlett

Michael I. Jordan

Papers citing "Underdamped Langevin MCMC: A non-asymptotic analysis"

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Title
Stochastic Variance-Reduced Hamilton Monte Carlo Methods Difan Zou Pan Xu Quanquan Gu BDL 19 31 0 13 Feb 2018
Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo Rong Ge Holden Lee Andrej Risteski 13 53 0 07 Oct 2017
Global Convergence of Langevin Dynamics Based Algorithms for Nonconvex Optimization Pan Xu Jinghui Chen Difan Zou Quanquan Gu 31 200 0 20 Jul 2017
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights Weijie Su Stephen P. Boyd Emmanuel J. Candes 97 1,152 0 04 Mar 2015
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,262 0 09 Jun 2012