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 |
Research Project(s): |
Fairness
|
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}, doi = {}, url = {http://proceedings.mlr.press/v108/kilbertus20a.html}, month_numeric = {8} } |