Within-group fairness: A guidance for more sound between-group fairness

Sara Kim, Kyusang Yu, Yongdai Kim

As they have a vital effect on social decision-making, AI algorithms not only should be accurate and but also should not pose unfairness against certain sensitive groups (e.g., non…