Principled Parallel Mean-Field Inference for Discrete Random Fields

Pierre Baqué, Timur Bagautdinov, François Fleuret +1

Mean-field variational inference is one of the most popular approaches to inference in discrete random fields. Standard mean-field optimization is based on coordinate descent and i…