An Empirical Study on Regularization of Deep Neural Networks by Local Rademacher Complexity

Yingzhen Yang, Jiahui Yu, Xingjian Li +2

Regularization of Deep Neural Networks (DNNs) for the sake of improving their generalization capability is important and challenging. The development in this line benefits theoreti…