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

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

Author: Weerts, Hilde; Pfisterer, Florian; Feurer, Matthias; Eggensperger, Katharina; Bergman, Edward; Awad, Noor; Vanschoren, Joaquin; Pechenizkiy, Mykola; Bischl, Bernd; Hutter, Frank
Tübinger Autor(en):
Eggensperger, Katharina
Published in: Journal of Artificial Intelligence Research (2023), Bd. 79, S. 639-677
Verlagsangabe: Marina Del Rey : Ai Access Foundation
Language: English
Full text: https://doi.org/10.1613/jair.1.14747
ISSN: 1076-9757
DDC Classifikation: 004 - Data processing and computer science
Dokumentart: Article
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