A Maximal Correlation Approach to Imposing Fairness in Machine Learning

Joshua K. Lee, Yuheng Bu, Prasanna Sattigeri, Rameswar Panda, Gregory W. Wornell, Leonid Karlinsky, Rogério Feris. A Maximal Correlation Approach to Imposing Fairness in Machine Learning. In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022. pages 3523-3527, IEEE, 2022. [doi]

@inproceedings{LeeBSPWKF22-0,
  title = {A Maximal Correlation Approach to Imposing Fairness in Machine Learning},
  author = {Joshua K. Lee and Yuheng Bu and Prasanna Sattigeri and Rameswar Panda and Gregory W. Wornell and Leonid Karlinsky and Rogério Feris},
  year = {2022},
  doi = {10.1109/ICASSP43922.2022.9747263},
  url = {https://doi.org/10.1109/ICASSP43922.2022.9747263},
  researchr = {https://researchr.org/publication/LeeBSPWKF22-0},
  cites = {0},
  citedby = {0},
  pages = {3523-3527},
  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-0540-9},
}