On Pruning for Score-Based Bayesian Network Structure Learning

Alvaro Henrique Chaim Correia, James Cussens, Cassio P. de Campos

Abstract: Many algorithms for score-based Bayesian network structure learning (BNSL), in particular exact ones, take as input a collection of potentially optimal parent sets for each variable in the data. Co...