Unveiling the Blindspots: Examining Availability and Usage of Protected Attributes in Fairness Datasets

Jan Simson, Alessandro Fabris, Christoph Kern 0001. Unveiling the Blindspots: Examining Availability and Usage of Protected Attributes in Fairness Datasets. In Mattia Cerrato, Alesia Vallenas Coronel, Petra Ahrweiler, Michele Loi, Mykola Pechenizkiy, Aurelia Tamò-Larrieux, editors, Proceedings of the 3rd European Workshop on Algorithmic Fairness, Mainz, Germany, July 1st to 3rd, 2024. Volume 3908 of CEUR Workshop Proceedings, CEUR-WS.org, 2024. [doi]

@inproceedings{SimsonF024,
  title = {Unveiling the Blindspots: Examining Availability and Usage of Protected Attributes in Fairness Datasets},
  author = {Jan Simson and Alessandro Fabris and Christoph Kern 0001},
  year = {2024},
  url = {https://ceur-ws.org/Vol-3908/paper_31.pdf},
  researchr = {https://researchr.org/publication/SimsonF024},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the 3rd European Workshop on Algorithmic Fairness, Mainz, Germany, July 1st to 3rd, 2024},
  editor = {Mattia Cerrato and Alesia Vallenas Coronel and Petra Ahrweiler and Michele Loi and Mykola Pechenizkiy and Aurelia Tamò-Larrieux},
  volume = {3908},
  series = {CEUR Workshop Proceedings},
  publisher = {CEUR-WS.org},
}