Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML

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Authors: Weerts, Hilde; Pfisterer, Florian; Feurer, Matthias; Eggensperger, Katharina; Bergman, Edward; Awad, Noor; Vanschoren, Joaquin; Pechenizkiy, Mykola; Bischl, Bernd; Hutter, Frank

Journal title: Journal of Artificial Intelligence Research

Journal number: 79

Journal publisher: Morgan Kaufmann Publishers, Inc.

Published year: 2024

DOI identifier: 10.1613/jair.1.14747

ISSN: 1076-9757