Scoring and Searching over Bayesian Networks with Causal and Associative Priors

Giorgos Borboudakis, Ioannis Tsamardinos

A significant theoretical advantage of search-and-score methods for learning Bayesian Networks is that they can accept informative prior beliefs for each possible network, thus com…