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2011.07158
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An example of prediction which complies with Demographic Parity and
equalizes group-wise risks in the context of regression

An example of prediction which complies with Demographic Parity and equalizes group-wise risks in the context of regression

13 November 2020

Nicolas Schreuder

ArXiv (abs)PDF HTML

Papers citing "An example of prediction which complies with Demographic Parity and equalizes group-wise risks in the context of regression"

2 / 2 papers shown

Fair learning with Wasserstein barycenters for non-decomposable
performance measures

Fair learning with Wasserstein barycenters for non-decomposable performance measuresInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022

Solenne Gaucher

Nicolas Schreuder

403

21

0

01 Sep 2022

Selective Regression Under Fairness Criteria

Selective Regression Under Fairness CriteriaInternational Conference on Machine Learning (ICML), 2021

338

36

0

28 Oct 2021

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