Beyond Reasonable Doubt: Improving Fairness in Budget-Constrained Decision Making using Confidence Thresholds

Michiel A. Bakker, Duy Patrick Tu, Krishna P. Gummadi, Alex 'Sandy' Pentland, Kush R. Varshney, Adrian Weller. Beyond Reasonable Doubt: Improving Fairness in Budget-Constrained Decision Making using Confidence Thresholds. In Marion Fourcade, Benjamin Kuipers, Seth Lazar, Deirdre K. Mulligan, editors, AIES '21: AAAI/ACM Conference on AI, Ethics, and Society, Virtual Event, USA, May 19-21, 2021. pages 346-356, ACM, 2021. [doi]

@inproceedings{BakkerTGPVW21,
  title = {Beyond Reasonable Doubt: Improving Fairness in Budget-Constrained Decision Making using Confidence Thresholds},
  author = {Michiel A. Bakker and Duy Patrick Tu and Krishna P. Gummadi and Alex 'Sandy' Pentland and Kush R. Varshney and Adrian Weller},
  year = {2021},
  doi = {10.1145/3461702.3462575},
  url = {https://doi.org/10.1145/3461702.3462575},
  researchr = {https://researchr.org/publication/BakkerTGPVW21},
  cites = {0},
  citedby = {0},
  pages = {346-356},
  booktitle = {AIES '21: AAAI/ACM Conference on AI, Ethics, and Society, Virtual Event, USA, May 19-21, 2021},
  editor = {Marion Fourcade and Benjamin Kuipers and Seth Lazar and Deirdre K. Mulligan},
  publisher = {ACM},
  isbn = {978-1-4503-8473-5},
}