Confidence Dimension for Deep Learning based on Hoeffding Inequality and Relative Evaluation

Runqi Wang, Linlin Yang, Baochang Zhang +3

Research on the generalization ability of deep neural networks (DNNs) has recently attracted a great deal of attention. However, due to their complex architectures and large number…