Mixing Time Guarantees for Unadjusted Hamiltonian Monte Carlo

3 May 2021

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

10 / 10 papers shown

Title
Contraction Rate Estimates of Stochastic Gradient Kinetic Langevin Integrators B. Leimkuhler Daniel Paulin P. Whalley 23 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 29 12 0 20 Nov 2022
Accelerating Hamiltonian Monte Carlo via Chebyshev Integration Time Jun-Kun Wang Andre Wibisono 22 9 0 05 Jul 2022
Metropolis Adjusted Langevin Trajectories: a robust alternative to Hamiltonian Monte Carlo L. Riou-Durand Jure Vogrinc 15 14 0 26 Feb 2022
HMC and underdamped Langevin united in the unadjusted convex smooth case Nicolai Gouraud Pierre Le Bris Adrien Majka Pierre Monmarché 17 10 0 02 Feb 2022
Convex Analysis of the Mean Field Langevin Dynamics Atsushi Nitanda Denny Wu Taiji Suzuki MLT 59 64 0 25 Jan 2022
Asymptotic bias of inexact Markov Chain Monte Carlo methods in high dimension Alain Durmus A. Eberle 24 19 0 02 Aug 2021
Coupling and Convergence for Hamiltonian Monte Carlo Nawaf Bou-Rabee A. Eberle Raphael Zimmer 77 136 0 01 May 2018
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,262 0 09 Jun 2012