SparsityBoost: A New Scoring Function for Learning Bayesian Network Structure

Eliot Brenner, David Sontag

We give a new consistent scoring function for structure learning of Bayesian networks. In contrast to traditional approaches to scorebased structure learning, such as BDeu or MDL,…