Measuring Fairness Under Unawareness of Sensitive Attributes: A Quantification-Based Approach

Alessandro Fabris, Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani 0001. Measuring Fairness Under Unawareness of Sensitive Attributes: A Quantification-Based Approach. J. Artif. Intell. Res. (JAIR), 76:1117-1180, 2023. [doi]

@article{FabrisEMS23,
  title = {Measuring Fairness Under Unawareness of Sensitive Attributes: A Quantification-Based Approach},
  author = {Alessandro Fabris and Andrea Esuli and Alejandro Moreo and Fabrizio Sebastiani 0001},
  year = {2023},
  doi = {10.1613/jair.1.14033},
  url = {https://doi.org/10.1613/jair.1.14033},
  researchr = {https://researchr.org/publication/FabrisEMS23},
  cites = {0},
  citedby = {0},
  journal = {J. Artif. Intell. Res. (JAIR)},
  volume = {76},
  pages = {1117-1180},
}