@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} }