Differentially Private Worst-group Risk Minimization

Xinyu Zhou, Raef Bassily

We initiate a systematic study of worst-group risk minimization under $(\epsilon ,\delta )$-differential privacy (DP). The goal is to privately find a model that approximately minimizes the max…