Exponential Convergence of Langevin Distributions and Their Discrete Approximations

Abstract

In this paper we consider a continuous-time method of approximating a given distribution π using the Langevin diffusion d Lt= d Wt+1/2∇ log π ( Lt) dt. We find ...