The DLR Hierarchy of Approximate Inference

Michal Rosen-Zvi, Michael I. Jordan, Alan Yuille

We propose a hierarchy for approximate inference based on the Dobrushin, Lanford, Ruelle (DLR) equations. This hierarchy includes existing algorithms, such as belief propagation, a…