Understanding Fairness Surrogate Functions in Algorithmic Fairness

Wei Yao, Zhanke Zhou, Zhicong Li +2

It has been observed that machine learning algorithms exhibit biased predictions against certain population groups. To mitigate such bias while achieving comparable accuracy, a pro…