Systematic analysis of the impact of label noise correction on ML Fairness

I. Oliveira e Silva, C. Soares, I. Sousa +1

Arbitrary, inconsistent, or faulty decision-making raises serious concerns, and preventing unfair models is an increasingly important challenge in Machine Learning. Data often refl…