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On Maximum Entropy and Inference., and . Entropy, 19 (12): 642 (2017)Nonparametric Identifiability of Causal Representations from Unknown Interventions., , , , , , , and . CoRR, (2023)Probing the Robustness of Independent Mechanism Analysis for Representation Learning., , , , and . CoRR, (2022)Independent Mechanism Analysis and the Manifold Hypothesis., , , , and . CoRR, (2023)Causal Component Analysis., , , , , , and . CoRR, (2023)Causal Inference Through the Structural Causal Marginal Problem., , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 7793-7824. PMLR, (2022)Orthogonal Structure Search for Efficient Causal Discovery from Observational Data., , , , and . CoRR, (2019)Evaluating vaccine allocation strategies using simulation-assisted causal modeling., , , , , and . Patterns, 4 (6): 100739 (June 2023)Simpson's Paradox in COVID-19 Case Fatality Rates: A Mediation Analysis of Age-Related Causal Effects., , and . IEEE Trans. Artif. Intell., 2 (1): 18-27 (2021)ima-vae., , , , , , , , and . (June 2022)