Fairness by Learning Orthogonal Disentangled Representations

Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami +1

Learning discriminative powerful representations is a crucial step for machine learning systems. Introducing invariance against arbitrary nuisance or sensitive attributes while per…