Annealed Flow Transport Monte Carlo

Michael Arbel, Alexander G. de G. Matthews, Arnaud Doucet

Abstract: Annealed Importance Sampling (AIS) and its Sequential Monte Carlo (SMC) extensions are state-of-the-art methods for estimating normalizing constants of probability distributions. We propose here a ...