Surrogate Likelihoods for Variational Annealed Importance Sampling

Martin Jankowiak, Du Phan

Abstract: Variational inference is a powerful paradigm for approximate Bayesian inference with a number of appealing properties, including support for model learning and data subsampling. By contrast MCMC me...