On Pruning for Score-Based Bayesian Network Structure Learning

Alvaro H. C. Correia, James Cussens, Cassio de Campos

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 variabl…