Learning Optimal Fair Scoring Systems for Multi-Class Classification

Julien Rouzot, Julien Ferry, Marie-José Huguet

Machine Learning models are increasingly used for decision making, in particular in high-stakes applications such as credit scoring, medicine or recidivism prediction. However, the…