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Active learning for optimal intervention design in causal models.

, , , , and . Nat. Mac. Intell., 5 (10): 1066-1075 (October 2023)

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Active Structure Learning of Causal DAGs via Directed Clique Tree., , , , , and . CoRR, (2020)Causal Structure Discovery between Clusters of Nodes Induced by Latent Factors., , , , and . CLeaR, volume 177 of Proceedings of Machine Learning Research, page 669-687. PMLR, (2022)Efficient Permutation Discovery in Causal DAGs., , and . CoRR, (2020)Identifiability Guarantees for Causal Disentanglement from Soft Interventions., , , , , and . CoRR, (2023)Direct Estimation of Differences in Causal Graphs., , , and . NeurIPS, page 3774-3785. (2018)Size of Interventional Markov Equivalence Classes in random DAG models., , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 3234-3243. PMLR, (2019)Active Learning for Optimal Intervention Design in Causal Models., , , , and . CoRR, (2022)Linear Causal Disentanglement via Interventions., , and . CoRR, (2022)Causal Imputation via Synthetic Interventions., , , , and . CLeaR, volume 177 of Proceedings of Machine Learning Research, page 688-711. PMLR, (2022)ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery., , , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 3400-3409. PMLR, (2019)