Dirichlet Bayesian Network Scores and the Maximum Relative Entropy Principle

Marco Scutari

A classic approach for learning Bayesian networks from data is to identify a maximum a posteriori (MAP) network structure. In the case of discrete Bayesian networks, MAP networks a…