Bias-Tolerant Fair Classification

Yixuan Zhang, Feng Zhou, Zhidong Li +2

The label bias and selection bias are acknowledged as two reasons in data that will hinder the fairness of machine-learning outcomes. The label bias occurs when the labeling decisi…