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causal graph (2) causal discovery (2) graph algorithm (1) interventional data (1) directed acyclic graph (1) randomized experiment (1) equivalence class (1) causal network (1) markov equivalence class (1) causal dag (1)

Papers

A Transformational Characterization of Unconditionally Equivalent Bayesian Networks PGM 2022 Verification and search algorithms for causal DAGs NeurIPS 2022 Local Causal Network Learning for Finding Pairs of Total and Direct Effects JMLR 2020 Randomized Experimental Design for Causal Graph Discovery NeurIPS 2014