A General Algorithm for Approximate Inference and its Application to Hybrid Bayes Nets

Daphne Koller, Uri Lerner, Dragomir Anguelov

The clique tree algorithm is the standard method for doing inference in Bayesian networks. It works by manipulating clique potentials - distributions over the variables in a clique…