Balancing Fairness and Accuracy in Data-Restricted Binary Classification

Zachary McBride Lazri, Danial Dervovic, Antigoni Polychroniadou +3

Applications that deal with sensitive information may have restrictions placed on the data available to a machine learning (ML) classifier. For example, in some applications, a cla…