Variational Representations of Annealing Paths: Bregman Information under Monotonic Embedding

Rob Brekelmans, Frank Nielsen

Markov Chain Monte Carlo methods for sampling from complex distributions and estimating normalization constants often simulate samples from a sequence of intermediate distributions…