A provably convergent alternating minimization method for mean field inference

Pierre Baqué, Jean-Hubert Hours, François Fleuret +1

Mean-Field is an efficient way to approximate a posterior distribution in complex graphical models and constitutes the most popular class of Bayesian variational approximation meth…