most citedSolving All Regression Models For Learning Gaussian Networks Using Givens Rotations

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math.NA2019★ 1 cited

Solving All Regression Models For Learning Gaussian Networks Using Givens Rotations

Borzou Alipourfard, Jean X. Gao

Score based learning (SBL) is a promising approach for learning Bayesian networks. The initial step in the majority of the SBL algorithms consists of computing the scores of all po…

cs.LG2018

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…