Fair Active Learning: Solving the Labeling Problem in Insurance

Romuald Elie, Caroline Hillairet, François Hu +1

This paper addresses significant obstacles that arise from the widespread use of machine learning models in the insurance industry, with a specific focus on promoting fairness. The…