Proposes flip proportionality metrics that quantify whether post-processing debiasing changes labels disproportionately across protected groups.
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Transparency and Proportionality in Post-Processing Algorithmic Bias Correction
Proposes flip proportionality metrics that quantify whether post-processing debiasing changes labels disproportionately across protected groups.