24 citations · 32 across the 11 of their papers we have counts for
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cs.LG2015
Incorporating Type II Error Probabilities from Independence Tests into Score-Based Learning of Bayesian Network Structure
Eliot Brenner, David Sontag
We give a new consistent scoring function for structure learning of Bayesian networks. In contrast to traditional approaches to score-based structure learning, such as BDeu or MDL,…
cs.LG2013★ 24 cited
SparsityBoost: A New Scoring Function for Learning Bayesian Network Structure
Eliot Brenner, David Sontag
We give a new consistent scoring function for structure learning of Bayesian networks. In contrast to traditional approaches to scorebased structure learning, such as BDeu or MDL,…