Debiasing surgeon: fantastic weights and how to find them

Rémi Nahon, Ivan Luiz De Moura Matos, Van-Tam Nguyen +1

Nowadays an ever-growing concerning phenomenon, the emergence of algorithmic biases that can lead to unfair models, emerges. Several debiasing approaches have been proposed in the…