Constrained Classification and Policy Learning

Toru Kitagawa, Shosei Sakaguchi, Aleksey Tetenov

Modern machine learning approaches to classification, including AdaBoost, support vector machines, and deep neural networks, utilize surrogate loss techniques to circumvent the com…