On the definition and computation of causal treewidth

Yizuo Chen, Adnan Darwiche

Abstract: Causal treewidth is a recently introduced notion allowing one to speed up Bayesian network inference and to bound its complexity in the presence of functional dependencies (causal mechanisms) whose...