Renormalized Normalized Maximum Likelihood and Three-Part Code Criteria For Learning Gaussian Networks

Borzou Alipourfard, Jean X. Gao

Score based learning (SBL) is a promising approach for learning Bayesian networks in the discrete domain. However, when employing SBL in the continuous domain, one is either forced…