@conference{KilGomSchMuaVal20,
  title = {Fair Decisions Despite Imperfect Predictions},
  booktitle = {Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS)},
  volume = {108},
  pages = {277--287},
  series = {Proceedings of Machine Learning Research},
  editors = {Silvia Chiappa and Roberto Calandra},
  publisher = {PMLR},
  month = aug,
  year = {2020},
  author = {Kilbertus, N. and Gomez Rodriguez, M. and Sch{\"o}lkopf, B. and Muandet, K. and Valera, I.},
  url = {http://proceedings.mlr.press/v108/kilbertus20a.html},
  month_numeric = {8}
}