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Adversarial Reweighting Guided by Wasserstein Distance to Achieve Demographic Parity

Xuan Zhao,Simone Fabbrizzi,Paula Reyero Lobo,Siamak Ghodsi,Klaus Broelemann,Steffen Staab,Gjergji Kasneci

IEEE International Conference on Big Data（2024）

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Key words
adversarial reweight,Wasserstein distance,fairness,disparate impact,under-representation
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