Large-Scale Hierarchical Causal Discovery via Weak Prior Knowledge
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DOI: 10.1109/tkde.2025.3537832
Abstract: Causal discovery faces significant challenges as the number of hypotheses grows exponentially with the number of variables. This complexity becomes particularly daunting when dealing with large sets of variables. We introduce a novel divide-and-conquer method… read more here.
Keywords: causal discovery; scale hierarchical; large scale; sub sets ... See more keywords