Entropy-based Pruning for Learning Bayesian Networks using BIC

Cassio P. de Campos, Mauro Scanagatta, Giorgio Corani +1

For decomposable score-based structure learning of Bayesian networks, existing approaches first compute a collection of candidate parent sets for each variable and then optimize ov…