Accelerating Hamiltonian Monte Carlo via Chebyshev Integration Time

5 July 2022

Papers citing "Accelerating Hamiltonian Monte Carlo via Chebyshev Integration Time"

10 / 10 papers shown

Title
Hamiltonian Monte Carlo Inference of Marginalized Linear Mixed-Effects Models Jinlin Lai Justin Domke Daniel Sheldon 21 0 0 31 Oct 2024
Is Gibbs sampling faster than Hamiltonian Monte Carlo on GLMs? Son Luu Zuheng Xu Nikola Surjanovic Miguel Biron-Lattes Trevor Campbell Alexandre Bouchard-Coté 13 0 0 04 Oct 2024
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics Haoyang Zheng Hengrong Du Qi Feng Wei Deng Guang Lin 31 4 0 13 May 2024
Mean-Square Analysis of Discretized Itô Diffusions for Heavy-tailed Sampling Ye He Tyler Farghly Krishnakumar Balasubramanian Murat A. Erdogdu 28 4 0 01 Mar 2023
Improved Discretization Analysis for Underdamped Langevin Monte Carlo Matthew Shunshi Zhang Sinho Chewi Mufan Bill Li Krishnakumar Balasubramanian Murat A. Erdogdu 13 34 0 16 Feb 2023
Hamiltonian Monte Carlo for efficient Gaussian sampling: long and random steps Simon Apers S. Gribling Dániel Szilágyi 16 10 0 26 Sep 2022
On the Dissipation of Ideal Hamiltonian Monte Carlo Sampler Qijia Jiang 23 7 0 15 Sep 2022
Mixing Time Guarantees for Unadjusted Hamiltonian Monte Carlo Nawaf Bou-Rabee A. Eberle 53 29 0 03 May 2021
Acceleration Methods Alexandre d’Aspremont Damien Scieur Adrien B. Taylor 90 97 0 23 Jan 2021
MCMC using Hamiltonian dynamics Radford M. Neal 132 3,263 0 09 Jun 2012