Multiple Attribute Fairness: Application to Fraud Detection

Meghanath Macha Y, Sriram Ravindran, Deepak Pai +2

We propose a fairness measure relaxing the equality conditions in the popular equal odds fairness regime for classification. We design an iterative, model-agnostic, grid-based heur…