Unveiling the blindspots: Examining availability and usage of protected attributes in fairness datasets


Simson, Jan ; Fabris, Alessandro ; Kern, Christoph


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URN: urn:nbn:de:bsz:180-madoc-692342
Document Type: Conference or workshop publication
Year of publication: 2024
Book title: Proceedings of the 3rd European Workshop on Algorithmic Fairness (EWAF24) : Mainz, Germany, July 1st to 3rd, 2024
The title of a journal, publication series: CEUR Workshop Proceedings
Volume: 3908
Issue number: 3908
Page range: 1-6
Conference title: EWAF24, 3rd European Workshop on Algorithmic Fairness 2024
Location of the conference venue: Mainz, Germany
Date of the conference: 01.-03.07.2024
Publisher: Cerrato, Mattia ; Vallenas Coronel, Alesia ; Ahrweiler, Petra ; Loi, Michele ; Pechenizkiy, Mykola ; Tamò-Larrieux, Aurelia
Place of publication: Aachen, Germany
Publishing house: RWTH Aachen
ISSN: 1613-0073
Related URLs:
Publication language: English
Institution: Außerfakultäre Einrichtungen > Mannheim Centre for European Social Research - Research Department A
Pre-existing license: Creative Commons Attribution 4.0 International (CC BY 4.0)
Subject: 004 Computer science, internet
Keywords (English): critical data studies , dataset usage , protected groups , generalization




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