Jointly Learning Consistent Causal Abstractions Over Multiple Interventional Distributions

Fabio Massimo Zennaro, Máté Drávucz, Geanina Apachitei, Widanalage Dhammika Widanage, Theodoros Damoulas. Jointly Learning Consistent Causal Abstractions Over Multiple Interventional Distributions. In Mihaela van der Schaar, Cheng Zhang 0005, Dominik Janzing, editors, Conference on Causal Learning and Reasoning, CLeaR 2023, 11-14 April 2023, Amazon Development Center, Tübingen, Germany, April 11-14, 2023. Volume 213 of Proceedings of Machine Learning Research, pages 88-121, PMLR, 2023. [doi]

Authors

Fabio Massimo Zennaro

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Máté Drávucz

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Geanina Apachitei

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Widanalage Dhammika Widanage

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Theodoros Damoulas

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