Certifying the Fairness of KNN in the Presence of Dataset Bias

Yannan Li, Jingbo Wang, Chao Wang. Certifying the Fairness of KNN in the Presence of Dataset Bias. In Constantin Enea, Akash Lal, editors, Computer Aided Verification - 35th International Conference, CAV 2023, Paris, France, July 17-22, 2023, Proceedings, Part II. Volume 13965 of Lecture Notes in Computer Science, pages 335-357, Springer, 2023. [doi]

@inproceedings{LiWW23-7,
  title = {Certifying the Fairness of KNN in the Presence of Dataset Bias},
  author = {Yannan Li and Jingbo Wang and Chao Wang},
  year = {2023},
  doi = {10.1007/978-3-031-37703-7_16},
  url = {https://doi.org/10.1007/978-3-031-37703-7_16},
  researchr = {https://researchr.org/publication/LiWW23-7},
  cites = {0},
  citedby = {0},
  pages = {335-357},
  booktitle = {Computer Aided Verification - 35th International Conference, CAV 2023, Paris, France, July 17-22, 2023, Proceedings, Part II},
  editor = {Constantin Enea and Akash Lal},
  volume = {13965},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-37703-7},
}