Equality of Opportunity in Supervised Learning ​

← Back to topic

Authors: Moritz Hardt, Eric Price, Nathan Srebro
Year: 2017
Journal: NeurIPS
DOI: 10.48550/arXiv.1610.02413
Publisher: https://arxiv.org/abs/1610.02413

Keywords: equalized odds, fairness

Abstract ​

We propose a framework for modeling fairness in supervised learning.

Cite this paper ​

@misc{equalizedodds2017,
  title  = {Equality of Opportunity in Supervised Learning},
  author = {Moritz Hardt, Eric Price, Nathan Srebro},
  year   = {2017},
  journal = {NeurIPS},
  doi    = {10.48550/arXiv.1610.02413},
  url    = {https://doi.org/10.48550/arXiv.1610.02413},
}

Source files ​

• metadata.json
• paper.bib