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Fair Decisions Despite Imperfect Predictions

2020

Conference Paper

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Author(s): Kilbertus, N. and Gomez Rodriguez, M. and Schölkopf, B. and Muandet, K. and Valera, I.
Book Title: Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS)
Volume: 108
Pages: 277--287
Year: 2020
Month: August

Series: Proceedings of Machine Learning Research
Editors: Silvia Chiappa and Roberto Calandra
Publisher: PMLR

Department(s): Empirical Inference, Probabilistic Learning Group
Bibtex Type: Conference Paper (conference)

Event Place: Virtual Conference

State: Published
URL: http://proceedings.mlr.press/v108/kilbertus20a.html

BibTex

@conference{KilGomSchMuaVal20,
  title = {Fair Decisions Despite Imperfect Predictions},
  author = {Kilbertus, N. and Gomez Rodriguez, M. and Sch{\"o}lkopf, B. and Muandet, K. and Valera, I.},
  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},
  url = {http://proceedings.mlr.press/v108/kilbertus20a.html},
  month_numeric = {8}
}