The Performance Of The Unadjusted Langevin Algorithm Without Smoothness Assumptions

Tim Johnston, Iosif Lytras, Nikolaos Makras +1

In this article, we study the problem of sampling from distributions whose densities are not necessarily smooth nor logconcave. We propose a simple Langevin-based algorithm that do…