Model updating after interventions paradoxically introduces bias

James Liley, Samuel R. Emerson, Bilal A. Mateen, Catalina A. Vallejos, Louis J. M. Aslett, Sebastian J. Vollmer. Model updating after interventions paradoxically introduces bias. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 3916-3924, PMLR, 2021. [doi]

Authors

James Liley

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Samuel R. Emerson

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Bilal A. Mateen

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Catalina A. Vallejos

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Louis J. M. Aslett

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Sebastian J. Vollmer

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