Semiparametric causal sufficient dimension reduction of multidimensional treatments

Razieh Nabi, Todd McNutt, Ilya Shpitser. Semiparametric causal sufficient dimension reduction of multidimensional treatments. In James Cussens, Kun Zhang 0001, editors, Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, UAI 2022, 1-5 August 2022, Eindhoven, The Netherlands. Volume 180 of Proceedings of Machine Learning Research, pages 1445-1455, PMLR, 2022. [doi]

Authors

Razieh Nabi

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Todd McNutt

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Ilya Shpitser

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