Automorphism Groups of Graphical Models and Lifted Variational Inference

Hung Bui, Tuyen Huynh, Sebastian Riedel

Using the theory of group action, we first introduce the concept of the automorphism group of an exponential family or a graphical model, thus formalizing the general notion of sym…