Kinetic Langevin MCMC Sampling Without Gradient Lipschitz Continuity --
the Strongly Convex Case

Kinetic Langevin MCMC Sampling Without Gradient Lipschitz Continuity -- the Strongly Convex Case

19 January 2023

Sotirios Sabanis

Papers citing "Kinetic Langevin MCMC Sampling Without Gradient Lipschitz Continuity -- the Strongly Convex Case"

7 / 7 papers shown

Title
Kinetic Interacting Particle Langevin Monte Carlo Paul Felix Valsecchi Oliva O. Deniz Akyildiz 28 4 0 08 Jul 2024
Tamed Langevin sampling under weaker conditions Iosif Lytras P. Mertikopoulos 25 2 0 27 May 2024
Central Limit Theorem for Two-Timescale Stochastic Approximation with Markovian Noise: Theory and Applications Jie Hu Vishwaraj Doshi Do Young Eun 28 4 0 17 Jan 2024
Mean-field underdamped Langevin dynamics and its spacetime discretization Qiang Fu Ashia Wilson 24 4 0 26 Dec 2023
Taming under isoperimetry Iosif Lytras Sotirios Sabanis 13 3 0 15 Nov 2023
Improved Discretization Analysis for Underdamped Langevin Monte Carlo Matthew Shunshi Zhang Sinho Chewi Mufan Bill Li Krishnakumar Balasubramanian Murat A. Erdogdu 15 34 0 16 Feb 2023
Non-asymptotic convergence bounds for modified tamed unadjusted Langevin algorithm in non-convex setting Ariel Neufeld Matthew Ng Cheng En Ying Zhang 16 11 0 06 Jul 2022