Uncertainty-based Fairness Measures

Selim Kuzucu, Jiaee Cheong, Hatice Gunes +1

Unfair predictions of machine learning (ML) models impede their broad acceptance in real-world settings. Tackling this arduous challenge first necessitates defining what it means f…