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causal dag

9 papers

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Co-occurring keywords · papers mentioning both

causal discovery (5) markov equivalence class (4) directed acyclic graph (4) interventional data (2) graph algorithm (2) approximation algorithm (2) causal structure (2) structure learning (2) causal inference (2) effect propagation (1)

Papers

A Fixed-Parameter Tractable Algorithm for Counting Markov Equivalence Classes with the Same Skeleton AAAI 2024 Axiomatic effect propagation in structural causal models JMLR 2024 Finding Invariant Predictors Efficiently via Causal Structure UAI 2023 Subset verification and search algorithms for causal DAGs AISTATS 2023 Almost Optimal Universal Lower Bound for Learning Causal DAGs with Atomic Interventions AISTATS 2022 Causal Structure Discovery between Clusters of Nodes Induced by Latent Factors CLeaR 2022 Verification and search algorithms for causal DAGs NeurIPS 2022 Active Structure Learning of Causal DAGs via Directed Clique Trees NeurIPS 2020 Characterizing and Learning Equivalence Classes of Causal DAGs under Interventions ICML 2018