Contraction Rate Estimates of Stochastic Gradient Kinetic Langevin Integrators

14 June 2023

Papers citing "Contraction Rate Estimates of Stochastic Gradient Kinetic Langevin Integrators"

7 / 7 papers shown

Title
Sampling from Bayesian Neural Network Posteriors with Symmetric Minibatch Splitting Langevin Dynamics Daniel Paulin P. Whalley Neil K. Chada B. Leimkuhler BDL 49 4 0 14 Oct 2024
Nonlinear Hamiltonian Monte Carlo & its Particle Approximation Nawaf Bou-Rabee Katharina Schuh 23 7 0 22 Aug 2023
HMC and underdamped Langevin united in the unadjusted convex smooth case Nicolai Gouraud Pierre Le Bris Adrien Majka Pierre Monmarché 20 10 0 02 Feb 2022
Mixing Time Guarantees for Unadjusted Hamiltonian Monte Carlo Nawaf Bou-Rabee A. Eberle 58 29 0 03 May 2021
Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations J. Sanz-Serna K. Zygalakis 29 22 0 26 Apr 2021
Coupling and Convergence for Hamiltonian Monte Carlo Nawaf Bou-Rabee A. Eberle Raphael Zimmer 77 136 0 01 May 2018
The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data J. Bierkens Paul Fearnhead Gareth O. Roberts 58 231 0 11 Jul 2016