Fair and Accurate Regression: Strong Formulations and Algorithms

Anna Deza, Andrés Gómez, Alper Atamtürk

This paper introduces mixed-integer optimization methods to solve regression problems that incorporate fairness metrics. We propose an exact formulation for training fair regressio…