Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values

Haewon Jeong, Hao Wang 0063, Flávio P. Calmon. Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values. In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022. pages 9558-9566, AAAI Press, 2022. [doi]

Authors

Haewon Jeong

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Hao Wang 0063

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Flávio P. Calmon

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