Local-to-Global Bayesian Network Structure Learning

Tian Gao, Kshitij P. Fadnis, Murray Campbell

Abstract: We introduce a new local-to-global structure learning algorithm, called graph growing structure learning (GGSL), to learn Bayesian network (BN) structures. GGSL starts at a (random) node and then g...