ICML-Understanding and Mitigating Accuracy Disparity in Regression

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Understanding and Mitigating Accuracy Disparity in Regression

              Jianfeng Chi 1 Yuan Tian 1 Geoffrey J. Gordon 2 Han Zhao 3

            Abstract                cases, Buolamwini and Gebru (2018) showed that notable
   With the widespread deployment of large-scale       accuracy disparity exists across different racial and gender
   prediction systems in high-stakes domains, e.g.,      demographic subgroups on several real-world image classifi-
   face recognition, criminal justice,  ...

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关键词：Understand regression regressio disparity accuracy