4

Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks

The Complexity of Bayesian Networks Specified by Propositional and Relational Languages

Advances in Learning Bayesian Networks of Bounded Treewidth

Solving Limited Memory Influence Diagrams