Feature Noise Boosts DNN Generalization under Label Noise

Lu Zeng, Xuan Chen, Xiaoshuang Shi +1

The presence of label noise in the training data has a profound impact on the generalization of deep neural networks (DNNs). In this study, we introduce and theoretically demonstra…