Contraction and Convergence Rates for Discretized Kinetic Langevin Dynamics

21 February 2023

Papers citing "Contraction and Convergence Rates for Discretized Kinetic Langevin Dynamics"

6 / 6 papers shown

Title
A Langevin sampling algorithm inspired by the Adam optimizer Benedict Leimkuhler René Lohmann Peter Whalley 104 0 0 26 Apr 2025
On the query complexity of sampling from non-log-concave distributions Yuchen He Chihao Zhang 61 1 0 10 Feb 2025
Random Reshuffling for Stochastic Gradient Langevin Dynamics Luke Shaw Peter A. Whalley 123 3 0 28 Jan 2025
Sampling from Bayesian Neural Network Posteriors with Symmetric Minibatch Splitting Langevin Dynamics Daniel Paulin Peter Whalley Neil K. Chada Benedict Leimkuhler BDL 67 4 0 14 Oct 2024
Non-asymptotic error bounds for scaled underdamped Langevin MCMC T. Zajic 13 2 0 06 Dec 2019
Bounding the error of discretized Langevin algorithms for non-strongly log-concave targets A. Dalalyan Avetik G. Karagulyan L. Riou-Durand 44 38 0 20 Jun 2019