Towards Formal Fairness in Machine Learning

Alexey Ignatiev, Martin C. Cooper, Mohamed Siala 0002, Emmanuel Hebrard, João Marques-Silva 0001. Towards Formal Fairness in Machine Learning. In Helmut Simonis, editor, Principles and Practice of Constraint Programming - 26th International Conference, CP 2020, Louvain-la-Neuve, Belgium, September 7-11, 2020, Proceedings. Volume 12333 of Lecture Notes in Computer Science, pages 846-867, Springer, 2020. [doi]

@inproceedings{IgnatievCSHM20,
  title = {Towards Formal Fairness in Machine Learning},
  author = {Alexey Ignatiev and Martin C. Cooper and Mohamed Siala 0002 and Emmanuel Hebrard and João Marques-Silva 0001},
  year = {2020},
  doi = {10.1007/978-3-030-58475-7_49},
  url = {https://doi.org/10.1007/978-3-030-58475-7_49},
  researchr = {https://researchr.org/publication/IgnatievCSHM20},
  cites = {0},
  citedby = {0},
  pages = {846-867},
  booktitle = {Principles and Practice of Constraint Programming - 26th International Conference, CP 2020, Louvain-la-Neuve, Belgium, September 7-11, 2020, Proceedings},
  editor = {Helmut Simonis},
  volume = {12333},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-58475-7},
}