Bayesian Approach to Linear Bayesian Networks

Seyong Hwang, Kyoungjae Lee, Sunmin Oh +1

This study proposes the first Bayesian approach for learning high-dimensional linear Bayesian networks. The proposed approach iteratively estimates each element of the topological…