Deterministic Langevin Monte Carlo with Normalizing Flows for Bayesian Inference

Richard D. P. Grumitt, Biwei Dai, Uros Seljak

We propose a general purpose Bayesian inference algorithm for expensive likelihoods, replacing the stochastic term in the Langevin equation with a deterministic density gradient te…