Optimizing regularized Cholesky score for order-based learning of Bayesian networks

Qiaoling Ye, Arash A. Amini, Qing Zhou

Bayesian networks are a class of popular graphical models that encode causal and conditional independence relations among variables by directed acyclic graphs (DAGs). We propose a…