Optimal Transport for Fairness: Archival Data Repair using Small Research Data Sets

Abigail Langbridge, Anthony Quinn, Robert Shorten

With the advent of the AI Act and other regulations, there is now an urgent need for algorithms that repair unfairness in training data. In this paper, we define fairness in terms…