The Equity Framework: Fairness Beyond Equalized Predictive Outcomes

Keziah Naggita, J. Ceasar Aguma

Machine Learning (ML) decision-making algorithms are now widely used in predictive decision-making, for example, to determine who to admit and give a loan. Their wide usage and con…