Notes on Margin Training and Margin p-Values for Deep Neural Network Classifiers

George Kesidis, David J. Miller, Zhen Xiang

We provide a new local class-purity theorem for Lipschitz continuous DNN classifiers. In addition, we discuss how to achieve classification margin for training samples. Finally, we…