Yu-Hao Li

A Review on Human-Centered Machine Learning for Decision Support in High-Stakes Domains

Machine learning is increasingly used to support important decisions in healthcare, public services, finance, and aviation. These systems can help with prediction, risk assessment, resource allocation, and professional decision-making. However, high accuracy does not always mean that a system is safe, fair, easy to und...