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Nonparametric Identifiability of Causal Representations from Unknown Interventions., , , , , , , and . CoRR, (2023)On Maximum Entropy and Inference., and . Entropy, 19 (12): 642 (2017)Causal Component Analysis., , , , , , and . CoRR, (2023)Independent Mechanism Analysis and the Manifold Hypothesis., , , , 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)Probing the Robustness of Independent Mechanism Analysis for Representation Learning., , , , and . CoRR, (2022)Relative gradient optimization of the Jacobian term in unsupervised deep learning., , , , and . NeurIPS, (2020)Modeling Shared responses in Neuroimaging Studies through MultiView ICA., , , , , and . NeurIPS, (2020)The Incomplete Rosetta Stone problem: Identifiability results for Multi-view Nonlinear ICA., , , , and . UAI, volume 115 of Proceedings of Machine Learning Research, page 217-227. AUAI Press, (2019)Learning Identifiable Representations: Independent Influences and Multiple Views. Tübingen University, Germany, (2023)base-search.net (ftunivtuebing:oai:publikationen.uni-tuebingen.de:10900/148184).