Dr. FERMI: A Stochastic Distributionally Robust Fair Empirical Risk Minimization Framework

Sina Baharlouei, Meisam Razaviyayn

While training fair machine learning models has been studied extensively in recent years, most developed methods rely on the assumption that the training and test data have similar…