Causal Fairness Analysis: A Causal Toolkit for Fair Machine Learning

Drago Plecko, Elias Bareinboim. Causal Fairness Analysis: A Causal Toolkit for Fair Machine Learning. Foundations and Trends in Machine Learning, 17(3):304-589, 2024. [doi]

@article{PleckoB24,
  title = {Causal Fairness Analysis: A Causal Toolkit for Fair Machine Learning},
  author = {Drago Plecko and Elias Bareinboim},
  year = {2024},
  doi = {10.1561/2200000106},
  url = {https://doi.org/10.1561/2200000106},
  researchr = {https://researchr.org/publication/PleckoB24},
  cites = {0},
  citedby = {0},
  journal = {Foundations and Trends in Machine Learning},
  volume = {17},
  number = {3},
  pages = {304-589},
}