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fair predictor

2 papers

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bayes score function (1) fairness-accuracy trade-off (1) non-discriminatory predictor (1) optimal predictor (1) classification fairness (1) protected attribute (1) post-processing algorithm (1) bayes score (1) fair prediction (1) fair machine learning (1)

Papers

Fair and Optimal Prediction via Post-Processing AAAI 2024 Fair Learning with Private Demographic Data ICML 2020