Advances in Learning Bayesian Networks of Bounded Treewidth

Siqi Nie, Denis Deratani Maua, Cassio Polpo de Campos +1

This work presents novel algorithms for learning Bayesian network structures with bounded treewidth. Both exact and approximate methods are developed. The exact method combines mix…