On the Fairness of Disentangled Representations

Francesco Locatello, Gabriele Abbati, Thomas Rainforth, Stefan Bauer, Bernhard Schölkopf, Olivier Bachem. On the Fairness of Disentangled Representations. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 14584-14597, 2019. [doi]

@inproceedings{LocatelloARBSB19,
  title = {On the Fairness of Disentangled Representations},
  author = {Francesco Locatello and Gabriele Abbati and Thomas Rainforth and Stefan Bauer and Bernhard Schölkopf and Olivier Bachem},
  year = {2019},
  url = {http://papers.nips.cc/paper/9603-on-the-fairness-of-disentangled-representations},
  researchr = {https://researchr.org/publication/LocatelloARBSB19},
  cites = {0},
  citedby = {0},
  pages = {14584-14597},
  booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada},
  editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alché-Buc and Edward A. Fox and Roman Garnett},
}