To Understand Deep Learning We Need to Understand Kernel Learning

Mikhail Belkin, Siyuan Ma, Soumik Mandal

Abstract: Generalization performance of classifiers in deep learning has recently become a subject of intense study. Deep models, which are typically heavily over-parametrized, tend to fit the training data ...