Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition

Weishen Pan, Sen Cui, Jiang Bian 0001, Changshui Zhang, Fei Wang 0001. Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition. In Feida Zhu 0002, Beng Chin Ooi, Chunyan Miao, editors, KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021. pages 1287-1297, ACM, 2021. [doi]

@inproceedings{PanC0Z021,
  title = {Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition},
  author = {Weishen Pan and Sen Cui and Jiang Bian 0001 and Changshui Zhang and Fei Wang 0001},
  year = {2021},
  doi = {10.1145/3447548.3467258},
  url = {https://doi.org/10.1145/3447548.3467258},
  researchr = {https://researchr.org/publication/PanC0Z021},
  cites = {0},
  citedby = {0},
  pages = {1287-1297},
  booktitle = {KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
  editor = {Feida Zhu 0002 and Beng Chin Ooi and Chunyan Miao},
  publisher = {ACM},
  isbn = {978-1-4503-8332-5},
}