Metrics and methods for a systematic comparison of fairness-aware machine learning algorithms

Gareth P. Jones, James M. Hickey, Pietro G. Di Stefano +3

Understanding and removing bias from the decisions made by machine learning models is essential to avoid discrimination against unprivileged groups. Despite recent progress in algo…