FAIR: Fair Adversarial Instance Re-weighting

no code implementations • 15 Nov 2020 • Andrija Petrović, Mladen Nikolić, Sandro Radovanović, Boris Delibašić, Miloš Jovanović

In this paper we propose a Fair Adversarial Instance Re-weighting (FAIR) method, which uses adversarial training to learn instance weighting function that ensures fair predictions.

Fairness