Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms

Tim Tsz-Kit Lau, Han Liu, Thomas Pock

We study the problem of approximate sampling from non-log-concave distributions, e.g., Gaussian mixtures, which is often challenging even in low dimensions due to their multimodali…