Add-Remove-or-Relabel: Practitioner-Friendly Bias Mitigation via Influential Fairness

Brianna Richardson, Prasanna Sattigeri, Dennis Wei, Karthikeyan Natesan Ramamurthy, Kush R. Varshney, Amit Dhurandhar, Juan E. Gilbert. Add-Remove-or-Relabel: Practitioner-Friendly Bias Mitigation via Influential Fairness. In Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2023, Chicago, IL, USA, June 12-15, 2023. pages 736-752, ACM, 2023. [doi]

@inproceedings{RichardsonSWRVD23,
  title = {Add-Remove-or-Relabel: Practitioner-Friendly Bias Mitigation via Influential Fairness},
  author = {Brianna Richardson and Prasanna Sattigeri and Dennis Wei and Karthikeyan Natesan Ramamurthy and Kush R. Varshney and Amit Dhurandhar and Juan E. Gilbert},
  year = {2023},
  doi = {10.1145/3593013.3594039},
  url = {https://doi.org/10.1145/3593013.3594039},
  researchr = {https://researchr.org/publication/RichardsonSWRVD23},
  cites = {0},
  citedby = {0},
  pages = {736-752},
  booktitle = {Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2023, Chicago, IL, USA, June 12-15, 2023},
  publisher = {ACM},
}