Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software

Zhenpeng Chen, Xinyue Li, Jie M. Zhang, Federica Sarro, Yang Liu. Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software. In 47th IEEE/ACM International Conference on Software Engineering, ICSE 2025, Ottawa, ON, Canada, April 26 - May 6, 2025. pages 743-755, IEEE, 2025. [doi]

@inproceedings{ChenLZSL25,
  title = {Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software},
  author = {Zhenpeng Chen and Xinyue Li and Jie M. Zhang and Federica Sarro and Yang Liu},
  year = {2025},
  doi = {10.1109/ICSE55347.2025.00122},
  url = {https://doi.org/10.1109/ICSE55347.2025.00122},
  researchr = {https://researchr.org/publication/ChenLZSL25},
  cites = {0},
  citedby = {0},
  pages = {743-755},
  booktitle = {47th IEEE/ACM International Conference on Software Engineering, ICSE 2025, Ottawa, ON, Canada, April 26 - May 6, 2025},
  publisher = {IEEE},
  isbn = {979-8-3315-0569-1},
}