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Directional Evidence Guided Search-Space Reduction for Exact DAG Learning

Islam, Upala Junaida et al.
arXiv (All) · Papers
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machine-learning
Learning a directed acyclic graph (DAG) from observational data is a challenging combinatorial problem due to the exponential growth in the number of candidate parent-set configurations. Existing exact score-based methods often require computationally intensive combinatorial search, whereas constrai
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