Interpretable Data-Based Explanations for Fairness Debugging

Romila Pradhan, Jiongli Zhu, Boris Glavic, Babak Salimi. Interpretable Data-Based Explanations for Fairness Debugging. In Zachary Ives, Angela Bonifati, Amr El Abbadi, editors, SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022. pages 247-261, ACM, 2022. [doi]

@inproceedings{PradhanZGS22,
  title = {Interpretable Data-Based Explanations for Fairness Debugging},
  author = {Romila Pradhan and Jiongli Zhu and Boris Glavic and Babak Salimi},
  year = {2022},
  doi = {10.1145/3514221.3517886},
  url = {https://doi.org/10.1145/3514221.3517886},
  researchr = {https://researchr.org/publication/PradhanZGS22},
  cites = {0},
  citedby = {0},
  pages = {247-261},
  booktitle = {SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022},
  editor = {Zachary Ives and Angela Bonifati and Amr El Abbadi},
  publisher = {ACM},
  isbn = {978-1-4503-9249-5},
}