A Novel Information-Theoretic Objective to Disentangle Representations for Fair Classification

Pierre Colombo, Nathan Noiry, Guillaume Staerman +1

One of the pursued objectives of deep learning is to provide tools that learn abstract representations of reality from the observation of multiple contextual situations. More preci…