Transport map unadjusted Langevin algorithms: learning and discretizing perturbed samplers

Benjamin J. Zhang, Youssef M. Marzouk, Konstantinos Spiliopoulos

Langevin dynamics are widely used in sampling high-dimensional, non-Gaussian distributions whose densities are known up to a normalizing constant. In particular, there is strong in…