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 A Fixed-Parameter Tractable Algorithm for Counting Markov Equivalence
Classes with the same SkeletonAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Do we become wiser with time? On causal equivalence with tiered
background knowledgeConference on Uncertainty in Artificial Intelligence (UAI), 2023 |
 Active causal structure learning with adviceInternational Conference on Machine Learning (ICML), 2023 |
 Efficient Enumeration of Markov Equivalent DAGsAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Active Learning for Optimal Intervention Design in Causal ModelsNature Machine Intelligence (Nat. Mach. Intell.), 2022 |
 Causal Structure Learning: a Combinatorial PerspectiveFoundations of Computational Mathematics (FoCM), 2022 |
 A Unified Experiment Design Approach for Cyclic and Acyclic Causal
ModelsJournal of machine learning research (JMLR), 2022 |
 Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent
DAGs with ApplicationsJournal of machine learning research (JMLR), 2022 |
