[其他] ICML-Estimating Identifiable Causal Effects on Markov Equivalence Class thr ... [推广有奖]

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发表于 2025-8-10 16:29:37 |AI写论文

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Estimating Identifiable Causal Effects on Markov Equivalence Class
            through Double Machine Learning

                  Yonghan Jung 1 Jin Tian 2 Elias Bareinboim 3

            Abstract             tigates whether, given a causal graph G encoding qualitative
                              knowledge about the domain, an interventional distribution
General methods have been developed for esti-
                              P (Y = y|do(X = x)) (for short, Px (y)), rep ...