Alternating Diffusion for Proximal Sampling with Zeroth Order Queries

Hirohane Takagi, Atsushi Nitanda

This work introduces a new approximate proximal sampler that operates solely with zeroth-order information of the potential function. Prior theoretical analyses have revealed that…