Learning Fair Representations for Kernel Models

Zilong Tan, Samuel Yeom, Matt Fredrikson, Ameet Talwalkar. Learning Fair Representations for Kernel Models. In Silvia Chiappa, Roberto Calandra, editors, The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. Volume 108 of Proceedings of Machine Learning Research, pages 155-166, PMLR, 2020. [doi]

@inproceedings{TanYFT20,
  title = {Learning Fair Representations for Kernel Models},
  author = {Zilong Tan and Samuel Yeom and Matt Fredrikson and Ameet Talwalkar},
  year = {2020},
  url = {http://proceedings.mlr.press/v108/tan20a.html},
  researchr = {https://researchr.org/publication/TanYFT20},
  cites = {0},
  citedby = {0},
  pages = {155-166},
  booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
  editor = {Silvia Chiappa and Roberto Calandra},
  volume = {108},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}