Cristopher M. Bishop's tutorial on graphical models
Junction Trees And Belief Propagation. Junction Trees: Motivation What if we want to compute all marginals, not just one? Doing variable elimination for.
Junction Tree Algorithm Brookes Vision Reading Group.
Graphical Models Lei Tang. Review of Graphical Models Directed Graph (DAG, Bayesian Network, Belief Network) Typically used to represent causal relationship.
Graphical Models
Extending Expectation Propagation on Graphical Models Yuan (Alan) Qi MIT Media Lab.
Belief Propagation. What is Belief Propagation (BP)? BP is a specific instance of a general class of methods that exist for approximate inference in Bayes.
Extending Expectation Propagation on Graphical Models
