Conformal_Quantile_Fairness

Conformalized Fairness via Quantile Regression (Neurips 2022)

This repo contains the code for the paper. ArXiv link: https://arxiv.org/abs/2210.02015

Cite

@article{liu2022conformalized,
  title={Conformalized Fairness via Quantile Regression},
  author={Liu, Meichen and Ding, Lei and Yu, Dengdeng and Liu, Wulong and Kong, Linglong and Jiang, Bei},
  journal={Advances in Neural Information Processing Systems},
  volume={35},
  pages={11561--11572},
  year={2022}
}

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This work was supported by the Economic and Social Research Council (ESRC ES/T012382/1) and the Social Sciences and Humanities Research Council (SSHRC 2003-2019-0003) under the scheme of the Canada-UK Artificial Intelligence Initiative. The project title is BIAS: Responsible AI for Gender and Ethnic Labour Market Equality