Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making

Sina Aghaei, Mohammad Javad Azizi, Phebe Vayanos

In recent years, automated data-driven decision-making systems have enjoyed a tremendous success in a variety of fields (e.g., to make product recommendations, or to guide the prod…