Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction

Afsaneh Mastouri, Yuchen Zhu, Limor Gultchin, Anna Korba, Ricardo Silva, Matt J. Kusner, Arthur Gretton, Krikamol Muandet. Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 7512-7523, PMLR, 2021. [doi]

Authors

Afsaneh Mastouri

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Yuchen Zhu

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Limor Gultchin

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Anna Korba

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Ricardo Silva

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Matt J. Kusner

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Arthur Gretton

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Krikamol Muandet

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