Properties of Bethe Free Energies and Message Passing in Gaussian Models

Botond Cseke, Tom Heskes

We address the problem of computing approximate marginals in Gaussian probabilistic models by using mean field and fractional Bethe approximations. We define the Gaussian fractiona…