Joint Fairness Model with Applications to Risk Predictions for Under-represented Populations

Hyungrok Do, Shinjini Nandi, Preston Putzel +2

In data collection for predictive modeling, under-representation of certain groups, based on gender, race/ethnicity, or age, may yield less-accurate predictions for these groups. R…