Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness

Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica K. Barrett, Brian D. M. Tom. Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness. In Antonio Parziale, Monica Agrawal, Shalmali Joshi, Irene Y. Chen, Shengpu Tang, Luis Oala, Adarsh Subbaswamy, editors, Machine Learning for Health, ML4H 2022, 28 November 2022, New Orleans, Lousiana, USA & Virtual. Volume 193 of Proceedings of Machine Learning Research, pages 12-34, PMLR, 2022. [doi]

Authors

Vincent Jeanselme

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Maria De-Arteaga

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Zhe Zhang

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Jessica K. Barrett

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Brian D. M. Tom

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