most citedNOTMAD: Estimating Bayesian Networks with Sample-Specific Structures and Parameters

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stat.ML2021★ 1 cited

NOTMAD: Estimating Bayesian Networks with Sample-Specific Structures and Parameters

Ben Lengerich, Caleb Ellington, Bryon Aragam +2

Context-specific Bayesian networks (i.e. directed acyclic graphs, DAGs) identify context-dependent relationships between variables, but the non-convexity induced by the acyclicity…