A DCA-based column generation heuristic learns high-scoring Bayesian networks from Gaussian data, outperforming GOBNILP on BIC score within time limits.
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Inexact Column Generation for Bayesian Network Structure Learning via Difference-of-Submodular Optimization
A DCA-based column generation heuristic learns high-scoring Bayesian networks from Gaussian data, outperforming GOBNILP on BIC score within time limits.