GIFAIR-FL: A Framework for Group and Individual Fairness in Federated Learning

Xubo Yue, Maher Nouiehed, Raed Al Kontar

In this paper we propose \texttt{GIFAIR-FL}: a framework that imposes \textbf{G}roup and \textbf{I}ndividual \textbf{FAIR}ness to \textbf{F}ederated \textbf{L}earning settings. By…