Training Classifiers that are Universally Robust to All Label Noise Levels

Jingyi Xu, Tony Q. S. Quek, Kai Fong Ernest Chong

For classification tasks, deep neural networks are prone to overfitting in the presence of label noise. Although existing methods are able to alleviate this problem at low noise le…