A closed-form approach to Bayesian inference in tree-structured graphical models

Loïc Schwaller, Stéphane Robin, Michael Stumpf

We consider the inference of the structure of an undirected graphical model in an exact Bayesian framework. More specifically we aim at achieving the inference with close-form post…