High-dimensional Bayesian inference via the Unadjusted Langevin Algorithm

Alain Durmus, Eric Moulines

We consider in this paper the problem of sampling a high-dimensional probability distribution $\pi$ having a density with respect to the Lebesgue measure on ${\mathbb{R}}^d$, known up…