The Forward-Backward Envelope for Sampling with the Overdamped Langevin Algorithm

Armin Eftekhari, Luis Vargas, Konstantinos Zygalakis

In this paper, we analyse a proximal method based on the idea of forward-backward splitting for sampling from distributions with densities that are not necessarily smooth. In parti…