Can Ensembling Pre-processing Algorithms Lead to Better Machine Learning Fairness?

no code implementations • 5 Dec 2022 • Khaled Badran, Pierre-Olivier Côté, Amanda Kolopanis, Rached Bouchoucha, Antonio Collante, Diego Elias Costa, Emad Shihab, Foutse khomh

As machine learning (ML) systems get adopted in more critical areas, it has become increasingly crucial to address the bias that could occur in these systems.

Fairness