Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations

Michel Besserve, Naji Shajarisales, Dominik Janzing, Bernhard Schölkopf. Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations. In Bernhard Schölkopf, Caroline Uhler, Kun Zhang 0001, editors, 1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia Conference Center, Eureka, CA, USA, 11-13 April, 2022. Volume 177 of Proceedings of Machine Learning Research, pages 110-143, PMLR, 2022. [doi]

Authors

Michel Besserve

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Naji Shajarisales

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Dominik Janzing

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Bernhard Schölkopf

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