On the convergence of Hamiltonian Monte Carlo

29 April 2017

Papers citing "On the convergence of Hamiltonian Monte Carlo"

12 / 12 papers shown

Title
Accelerating Hamiltonian Monte Carlo via Chebyshev Integration Time Jun-Kun Wang Andre Wibisono 30 9 0 05 Jul 2022
Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents Alessandro Barp Lancelot Da Costa G. Francca Karl J. Friston Mark Girolami Michael I. Jordan G. Pavliotis 33 25 0 20 Mar 2022
Hamiltonian Monte Carlo with Asymmetrical Momentum Distributions Soumyadip Ghosh Ying-Ling Lu Aditya Gopalan 25 3 0 21 Oct 2021
Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo Vyacheslav Kungurtsev Adam D. Cobb T. Javidi Brian Jalaian 51 4 0 15 Jul 2021
A Unifying and Canonical Description of Measure-Preserving Diffusions Alessandro Barp So Takao M. Betancourt Alexis Arnaudon Mark Girolami 24 17 0 06 May 2021
A general perspective on the Metropolis-Hastings kernel Christophe Andrieu Anthony Lee Samuel Livingstone 31 24 0 29 Dec 2020
Geometry-Aware Hamiltonian Variational Auto-Encoder Clément Chadebec Clément Mantoux S. Allassonnière DRL 22 15 0 22 Oct 2020
Dimensionally Tight Bounds for Second-Order Hamiltonian Monte Carlo Oren Mangoubi Nisheeth K. Vishnoi 29 53 0 24 Feb 2018
Sampling as optimization in the space of measures: The Langevin dynamics as a composite optimization problem Andre Wibisono 29 178 0 22 Feb 2018
Unbiased Hamiltonian Monte Carlo with couplings J. Heng Pierre E. Jacob 20 63 0 01 Sep 2017
Rapid Mixing of Hamiltonian Monte Carlo on Strongly Log-Concave Distributions Oren Mangoubi Aaron Smith 32 106 0 23 Aug 2017
On the Geometric Ergodicity of Hamiltonian Monte Carlo Samuel Livingstone M. Betancourt Simon Byrne Mark Girolami 42 116 0 29 Jan 2016