Rapid Mixing of Hamiltonian Monte Carlo on Strongly Log-Concave Distributions

23 August 2017

Papers citing "Rapid Mixing of Hamiltonian Monte Carlo on Strongly Log-Concave Distributions"

16 / 16 papers shown

Title
Hamiltonian Adaptive Importance Sampling Ali Mousavi R. Monsefi Victor Elvira 28 13 0 27 Sep 2022
Order-based Structure Learning without Score Equivalence Hyunwoong Chang James Cai Quan Zhou CML OffRL 19 3 0 10 Feb 2022
Hamiltonian Monte Carlo with Asymmetrical Momentum Distributions Soumyadip Ghosh Ying-Ling Lu Aditya Gopalan 14 3 0 21 Oct 2021
When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint Y. Freund Yi-An Ma Tong Zhang 29 16 0 05 Oct 2021
Asymptotic bias of inexact Markov Chain Monte Carlo methods in high dimension Alain Durmus A. Eberle 24 19 0 02 Aug 2021
Neural Bridge Sampling for Evaluating Safety-Critical Autonomous Systems Aman Sinha Matthew O'Kelly Russ Tedrake John C. Duchi 39 47 0 24 Aug 2020
Stacking for Non-mixing Bayesian Computations: The Curse and Blessing of Multimodal Posteriors Yuling Yao Aki Vehtari Andrew Gelman 29 60 0 22 Jun 2020
Logsmooth Gradient Concentration and Tighter Runtimes for Metropolized Hamiltonian Monte Carlo Y. Lee Ruoqi Shen Kevin Tian 17 37 0 10 Feb 2020
Estimating Convergence of Markov chains with L-Lag Couplings N. Biswas Pierre E. Jacob Paul Vanetti 17 47 0 23 May 2019
NeuTra-lizing Bad Geometry in Hamiltonian Monte Carlo Using Neural Transport Matthew Hoffman Pavel Sountsov Joshua V. Dillon I. Langmore Dustin Tran Srinivas Vasudevan BDL 24 103 0 09 Mar 2019
Sampling as optimization in the space of measures: The Langevin dynamics as a composite optimization problem Andre Wibisono 13 177 0 22 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
Unbiased Hamiltonian Monte Carlo with couplings J. Heng Pierre E. Jacob 18 63 0 01 Sep 2017
Underdamped Langevin MCMC: A non-asymptotic analysis Xiang Cheng Niladri S. Chatterji Peter L. Bartlett Michael I. Jordan 36 293 0 12 Jul 2017
Rapid Mixing of Geodesic Walks on Manifolds with Positive Curvature Oren Mangoubi Aaron Smith OT 16 22 0 09 Sep 2016
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,262 0 09 Jun 2012