Multiaccuracy and Multicalibration via Proxy Groups

Beepul Bharti, Mary Versa Clemens-Sewall, Paul H. Yi +1

As the use of predictive machine learning algorithms increases in high-stakes decision-making, it is imperative that these algorithms are fair across sensitive groups. However, mea…