Rethinking Common Assumptions to Mitigate Racial Bias in Face Recognition Datasets

Matthew Gwilliam, Srinidhi Hegde, Lade Tinubu +1

Many existing works have made great strides towards reducing racial bias in face recognition. However, most of these methods attempt to rectify bias that manifests in models during…