Preprint
Beyond Adult and COMPAS: Fairness in Multi-Class Prediction
Abstract
We consider the problem of producing fair probabilistic classifiers for
multi-class classification tasks. We formulate this problem in terms of
Authors
Alghamdi W; Hsu H; Jeong H; Wang H; Michalak PW; Asoodeh S; Calmon FP
Publication date
June 15, 2022
DOI
10.48550/arxiv.2206.07801
Preprint server
arXiv