Learning Belief Networks in Domains with Recursively Embedded Pseudo Independent Submodels

Jun Hu, Yang Xiang

A pseudo independent (PI) model is a probabilistic domain model (PDM) where proper subsets of a set of collectively dependent variables display marginal independence. PI models can…