B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding

Miruna Oprescu, Jacob Dorn, Marah Ghoummaid, Andrew Jesson, Nathan Kallus, Uri Shalit. B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 26599-26618, PMLR, 2023. [doi]

Authors

Miruna Oprescu

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Jacob Dorn

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Marah Ghoummaid

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Andrew Jesson

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Nathan Kallus

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Uri Shalit

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