Geometry-informed irreversible perturbations for accelerated convergence of Langevin dynamics

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

We introduce a novel geometry-informed irreversible perturbation that accelerates convergence of the Langevin algorithm for Bayesian computation. It is well documented that there e…