Variational Boosting: Iteratively Refining Posterior Approximations

Andrew C. Miller, Nicholas J. Foti, Ryan P. Adams

Abstract: We propose a black-box variational inference method to approximate intractable distributions with an increasingly rich approximating class. Our method, variational boosting, iteratively refines an ...