Analysis of a zeroth-order multiscale sampler: strong convergence, convergence of ergodic averages and weak convergence

Antonin Della Noce, Urbain Vaes

In many practical applications of Bayesian inference, it is difficult or undesirable to compute the gradient of the negative log-posterior, motivating the study of derivative-free…