Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders

Ioana Bica, Ahmed M. Alaa, Mihaela van der Schaar. Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 884-895, PMLR, 2020. [doi]

Authors

Ioana Bica

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Ahmed M. Alaa

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Mihaela van der Schaar

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