Adversarial Reweighting Guided by Wasserstein Distance for Bias Mitigation

Xuan Zhao, Simone Fabbrizzi, Paula Reyero Lobo +4

The unequal representation of different groups in a sample population can lead to discrimination of minority groups when machine learning models make automated decisions. To addres…