Fundamental Limits of Deep Learning-Based Binary Classifiers Trained with Hinge Loss

Tilahun M. Getu, Georges Kaddoum, M. Bennis

Although deep learning (DL) has led to several breakthroughs in many disciplines, the fundamental understanding on why and how DL is empirically successful remains elusive. To atta…