Mixing Time of the Proximal Sampler in Relative Fisher Information via Strong Data Processing Inequality

Andre Wibisono

We study the mixing time guarantee for sampling in relative Fisher information via the Proximal Sampler algorithm, which is an approximate proximal discretization of the Langevin d…