Causal Inference Through the Structural Causal Marginal Problem

Luigi Gresele, Julius von Kügelgen, Jonas M. Kübler, Elke Kirschbaum, Bernhard Schölkopf, Dominik Janzing. Causal Inference Through the Structural Causal Marginal Problem. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 7793-7824, PMLR, 2022. [doi]

Authors

Luigi Gresele

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Julius von Kügelgen

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Jonas M. Kübler

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Elke Kirschbaum

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Bernhard Schölkopf

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Dominik Janzing

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