Sampling from a log-concave distribution with Projected Langevin Monte Carlo

9 July 2015

Papers citing "Sampling from a log-concave distribution with Projected Langevin Monte Carlo"

5 / 5 papers shown

Title
Provable Accuracy Bounds for Hybrid Dynamical Optimization and Sampling Matthew Burns Qingyuan Hou Michael Huang 345 1 0 08 Oct 2024
An Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias Lu Yu Krishnakumar Balasubramanian S. Volgushev Murat A. Erdogdu 73 50 0 14 Jun 2020
Theoretical guarantees for approximate sampling from smooth and log-concave densities A. Dalalyan 66 514 0 23 Dec 2014
Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n) Francis R. Bach Eric Moulines 68 404 0 10 Jun 2013
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring S. Ahn Anoop Korattikara Balan Max Welling 64 305 0 27 Jun 2012