Learning with Noisy Labels via Sparse Regularization

Xiong Zhou, Xianming Liu, Chenyang Wang +3

Learning with noisy labels is an important and challenging task for training accurate deep neural networks. Some commonly-used loss functions, such as Cross Entropy (CE), suffer fr…