Mixing Time Guarantees for Unadjusted Hamiltonian Monte Carlo

3 May 2021

Papers citing "Mixing Time Guarantees for Unadjusted Hamiltonian Monte Carlo"

11 / 11 papers shown

Title
Contraction Rate Estimates of Stochastic Gradient Kinetic Langevin Integrators B. Leimkuhler Daniel Paulin P. Whalley 31 5 0 14 Jun 2023
Contraction and Convergence Rates for Discretized Kinetic Langevin Dynamics B. Leimkuhler Daniel Paulin P. Whalley 32 16 0 21 Feb 2023
Unadjusted Hamiltonian MCMC with Stratified Monte Carlo Time Integration Nawaf Bou-Rabee Milo Marsden 32 12 0 20 Nov 2022
Accelerating Hamiltonian Monte Carlo via Chebyshev Integration Time Jun-Kun Wang Andre Wibisono 30 9 0 05 Jul 2022
Metropolis Adjusted Langevin Trajectories: a robust alternative to Hamiltonian Monte Carlo L. Riou-Durand Jure Vogrinc 21 15 0 26 Feb 2022
HMC and underdamped Langevin united in the unadjusted convex smooth case Nicolai Gouraud Pierre Le Bris Adrien Majka Pierre Monmarché 23 11 0 02 Feb 2022
Convex Analysis of the Mean Field Langevin Dynamics Atsushi Nitanda Denny Wu Taiji Suzuki MLT 77 64 0 25 Jan 2022
Asymptotic bias of inexact Markov Chain Monte Carlo methods in high dimension Alain Durmus A. Eberle 30 19 0 02 Aug 2021
Lower Bounds on Metropolized Sampling Methods for Well-Conditioned Distributions Y. Lee Ruoqi Shen Kevin Tian 19 20 0 10 Jun 2021
Coupling and Convergence for Hamiltonian Monte Carlo Nawaf Bou-Rabee A. Eberle Raphael Zimmer 79 136 0 01 May 2018
MCMC using Hamiltonian dynamics Radford M. Neal 187 3,267 0 09 Jun 2012