Beyond Adult and COMPAS: Fairness in Multi-Class Prediction

Wael Alghamdi, Hsiang Hsu, Haewon Jeong +4

We consider the problem of producing fair probabilistic classifiers for multi-class classification tasks. We formulate this problem in terms of "projecting" a pre-trained (and pote…