Approximate Inference with the Variational Holder Bound

Guillaume Bouchard, Balaji Lakshminarayanan

We introduce the Variational Holder (VH) bound as an alternative to Variational Bayes (VB) for approximate Bayesian inference. Unlike VB which typically involves maximization of a…