Splitting Regularized Wasserstein Proximal Algorithms for Nonsmooth Sampling Problems

Fuqun Han, Stanley Osher, Wuchen Li

Sampling from nonsmooth target probability distributions is essential in various applications, including the Bayesian Lasso. We propose a splitting-based sampling algorithm for the…