Learning Unbiased Representations via Rényi Minimization

1 code implementation • 7 Sep 2020 • Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki

We leverage recent work which has been done to estimate this coefficient by learning deep neural network transformations and use it as a minmax game to penalize the intrinsic bias in a multi dimensional latent representation.

Attribute Fairness