Obtaining Fairness using Optimal Transport Theory

Paula Gordaliza, Eustasio del Barrio, Fabrice Gamboa, Jean-Michel Loubes. Obtaining Fairness using Optimal Transport Theory. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 2357-2365, PMLR, 2019. [doi]

@inproceedings{GordalizaBGL19,
  title = {Obtaining Fairness using Optimal Transport Theory},
  author = {Paula Gordaliza and Eustasio del Barrio and Fabrice Gamboa and Jean-Michel Loubes},
  year = {2019},
  url = {http://proceedings.mlr.press/v97/gordaliza19a.html},
  researchr = {https://researchr.org/publication/GordalizaBGL19},
  cites = {0},
  citedby = {0},
  pages = {2357-2365},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA},
  editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov},
  volume = {97},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}