Scalable Structure Learning of Bayesian Networks by Learning Algorithm Ensembles

Shengcai Liu, Hui Ou-yang, Zhiyuan Wang +4

Learning the structure of Bayesian networks (BNs) from data is challenging, especially for datasets involving a large number of variables. The recently proposed divide-and-conquer…