Penalized Estimation of Directed Acyclic Graphs From Discrete Data

Jiaying Gu, Fei Fu, Qing Zhou

Bayesian networks, with structure given by a directed acyclic graph (DAG), are a popular class of graphical models. However, learning Bayesian networks from discrete or categorical…