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

Khaled Badran, Pierre-Olivier Côté, Amanda Kolopanis +5

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. Several fairness pre-…