Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML

Giang Nguyen, Sumon Biswas, Hridesh Rajan

Machine learning (ML) is increasingly being used in critical decision-making software, but incidents have raised questions about the fairness of ML predictions. To address this iss…