Impartial predictive modeling and the use of proxy variables

KD Johnson, DP Foster, RA Stine - International Conference on …, 2022 - Springer
Fairness aware data mining (FADM) aims to prevent algorithms from discriminating against
protected groups. The literature has come to an impasse as to what constitutes explainable …