Bregman Proximal Langevin Monte Carlo via Bregman--Moreau Envelopes

Tim Tsz-Kit Lau, Han Liu

We propose efficient Langevin Monte Carlo algorithms for sampling distributions with nonsmooth convex composite potentials, which is the sum of a continuously differentiable functi…