M${}^2$FGB: A Min-Max Gradient Boosting Framework for Subgroup Fairness

Jansen S. B. Pereira, Giovani Valdrighi, Marcos Medeiros Raimundo

In recent years, fairness in machine learning has emerged as a critical concern to ensure that developed and deployed predictive models do not have disadvantageous predictions for…