Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values

Haewon Jeong, Hao Wang 0063, Flávio P. Calmon. Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values. In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022. pages 9558-9566, AAAI Press, 2022. [doi]

@inproceedings{Jeong0C22,
  title = {Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values},
  author = {Haewon Jeong and Hao Wang 0063 and Flávio P. Calmon},
  year = {2022},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/21189},
  researchr = {https://researchr.org/publication/Jeong0C22},
  cites = {0},
  citedby = {0},
  pages = {9558-9566},
  booktitle = {Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022},
  publisher = {AAAI Press},
  isbn = {978-1-57735-876-3},
}