Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa

Mercy Nyamewaa Asiedu, Awa Dieng, Abigail Oppong +3

With growing machine learning (ML) applications in healthcare, there have been calls for fairness in ML to understand and mitigate ethical concerns these systems may pose. Fairness…