Evidence Estimation for Bayesian Partially Observed MRFs

Yutian Chen, Max Welling

Abstract: Bayesian estimation in Markov random fields is very hard due to the intractability of the partition function. The introduction of hidden units makes the situation even worse due to the presence of ...