Variational Linear Response

Manfred Opper, Ole Winther

Abstract: A general linear response method for deriving improved estimates of cor- relations in the variational Bayes framework is presented. Three applica- tions are given and it is discussed how to use linear response as a general principle for improving mean field approximations.