Search Results for author: Sophie Giffard-Roisin

Found 2 papers, 1 papers with code

Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy

no code implementations24 May 2022 Limor Gultchin, Vincent Cohen-Addad, Sophie Giffard-Roisin, Varun Kanade, Frederik Mallmann-Trenn

Among the various aspects of algorithmic fairness studied in recent years, the tension between satisfying both \textit{sufficiency} and \textit{separation} -- e. g. the ratios of positive or negative predictive values, and false positive or false negative rates across groups -- has received much attention.


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