Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization

Lucas Langlade, Julien Ferry, Gabriel Laberge +1

We introduce an enumeration-free method based on mathematical programming to precisely characterize various properties such as fairness or sparsity within the set of "good models",…