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Ferry et al., 2023 - Google Patents

Improving fairness generalization through a sample-robust optimization method

Ferry et al., 2023

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Document ID
10772694937840506491
Author
Ferry J
Aivodji U
Gambs S
Huguet M
Siala M
Publication year
Publication venue
Machine Learning

External Links

Snippet

Unwanted bias is a major concern in machine learning, raising in particular significant ethical issues when machine learning models are deployed within high-stakes decision systems. A common solution to mitigate it is to integrate and optimize a statistical fairness …
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Classifications

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