Bias Mitigation Post-processing for Individual and Group Fairness

Pranay K. Lohia, Karthikeyan Natesan Ramamurthy, Manish Bhide +3

Whereas previous post-processing approaches for increasing the fairness of predictions of biased classifiers address only group fairness, we propose a method for increasing both in…