Tackling Algorithmic Bias in Neural-Network Classifiers using Wasserstein-2 Regularization

no code implementations • 15 Aug 2019 • Laurent Risser, Alberto Gonzalez Sanz, Quentin Vincenot, Jean-Michel Loubes

We then introduce in this paper a new method to temper the algorithmic bias in Neural-Network based classifiers.