SHaSaM: Submodular Hard Sample Mining for Fair Facial Attribute Recognition

Anay Majee, Rishabh Iyer

Deep neural networks often inherit social and demographic biases from annotated data during model training, leading to unfair predictions, especially in the presence of sensitive a…