The Junction Tree and Probability Updating
Timo Koski, John M. Noble · Wiley series in probability and statistics · 2009
This chapter contains sections titled: Probability updating using a junction tree Potentials and the distributive law Elimination and domain graphs Factorization along an undirected graph Factorizing along a junction tree Local computation on junction trees Schedules Local and global consistency Message passing for conditional Gaussian distributions Using a junction tree with virtual evidence and soft evidence Notes Exercises: The junction tree and probability updating