FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport

Pengxi Liu, Yi Shen, Matthew M. Engelhard +4

Fairness metrics utilizing the area under the receiver operator characteristic curve (AUC) have gained increasing attention in high-stakes domains such as healthcare, finance, and…