Is it Still Fair? A Comparative Evaluation of Fairness Algorithms through the Lens of Covariate Drift

Oscar Blessed Deho, Michael Bewong, Selasi Kwashie +4

Over the last few decades, machine learning (ML) applications have grown exponentially, yielding several benefits to society. However, these benefits are tempered with concerns of…