A proximal gradient algorithm for composite log-concave sampling

Linghai Liu, Sinho Chewi

We propose an algorithm to sample from composite log-concave distributions over ${\mathbb{R}}^d$, i.e., densities of the form $\ddot{I}€\propto e^{-f-g}$, assuming access to gradient evalua…