On Measuring Causal Contributions via do-interventions

Yonghan Jung, Shiva Kasiviswanathan, Jin Tian 0001, Dominik Janzing, Patrick Blöbaum, Elias Bareinboim. On Measuring Causal Contributions via do-interventions. 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 10476-10501, PMLR, 2022. [doi]

Authors

Yonghan Jung

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Shiva Kasiviswanathan

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Jin Tian 0001

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Dominik Janzing

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Patrick Blöbaum

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Elias Bareinboim

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