FairPOT selectively transports the top-lambda quantile of risk scores via optimal transport to balance AUC fairness against overall AUC performance, including partial AUC extensions.
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FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport
FairPOT selectively transports the top-lambda quantile of risk scores via optimal transport to balance AUC fairness against overall AUC performance, including partial AUC extensions.