Impact of Imputation Strategies on Fairness in Machine Learning

Simon Caton, Saiteja Malisetty, Christian Haas 0003. Impact of Imputation Strategies on Fairness in Machine Learning. J. Artif. Intell. Res. (JAIR), 74:1011-1035, 2022. [doi]

@article{CatonMH22,
  title = {Impact of Imputation Strategies on Fairness in Machine Learning},
  author = {Simon Caton and Saiteja Malisetty and Christian Haas 0003},
  year = {2022},
  doi = {10.1613/jair.1.13197},
  url = {https://doi.org/10.1613/jair.1.13197},
  researchr = {https://researchr.org/publication/CatonMH22},
  cites = {0},
  citedby = {0},
  journal = {J. Artif. Intell. Res. (JAIR)},
  volume = {74},
  pages = {1011-1035},
}