Colin Chibaya

Statistically grounded evaluation of demographic bias in deep facial representations using FairFace and UTKFace

Abstract Deep facial representation learning has achieved remarkable performance in computer vision applications; however, high overall accuracy does not necessarily ensure equitable performance across demographic groups. This study presents a unified framework for evaluating the...