University of Southern California; Department of Electrical Engineering, IIT Bombay
Sina Baharlouei, Shivam Patel, Meisam Razaviyayn
Algorithmic Fairness;Distributionally Robust Optimization;Distribution Shift;Fairness;f-divergences
f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization