Fair Active Learning: Solving the Labeling Problem in Insurance

no code implementations • 17 Dec 2021 • Romuald Elie, Caroline Hillairet, François Hu, Marc Juillard

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.

Active Learning Fairness