Fair Decisions Despite Imperfect Predictions

Kilbertus, Niki; Gomez Rodriguez, Manuel; Schölkopf, Bernhard; Muandet, Krikamol; Valera, Isabel

Item

ITEM ACTIONSEXPORT

Add to Basket

Local TagsRelease HistoryDetailsSummary

Released

Conference Paper

Fair Decisions Despite Imperfect Predictions

MPS-Authors

/persons/resource/persons218054

Kilbertus, Niki
External Organizations;
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;

/persons/resource/persons84193

Schölkopf, Bernhard
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;

/persons/resource/persons85473

Muandet, Krikamol
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;

/persons/resource/persons144952

Valera, Isabel
Max Planck Research Group Probabilistic Learning, Max Planck Institute for Intelligent Systems, Max Planck Society;

External Resource

http://proceedings.mlr.press/v108/kilbertus20a.html
(Publisher version)

https://doi.org/10.48550/arXiv.1902.02979
(Preprint)

Fulltext (restricted access)

There are currently no full texts shared for your IP range.

Fulltext (public)

There are no public fulltexts stored in PuRe

Supplementary Material (public)

There is no public supplementary material available

Citation

Kilbertus, N., Gomez Rodriguez, M., Schölkopf, B., Muandet, K., & Valera, I. (2020). Fair Decisions Despite Imperfect Predictions. In S. Chiappa, & R. Calandra (Eds.), Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS) 2020 (pp. 277-287). PMLR. Retrieved from http://proceedings.mlr.press/v108/kilbertus20a.html.

Cite as: https://hdl.handle.net/21.11116/0000-000B-12C7-0

Abstract

There is no abstract available