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counterfactual query

3 papers

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structural causal model (2) causal inference (2) deep structural causal model (1) causal expectation-maximisation (1) bound computation (1) causal query (1) identifiability condition (1) causal expectation-maximization scheme (1) theoretical guarantee (1) observational data (1)

Papers

Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges IJCAI 2024 Bounding Counterfactuals under Selection Bias PGM 2022 CREDICI: A Java Library for Causal Inference by Credal Networks PGM 2020