Deep Learning is Provably Robust to Symmetric Label Noise

Carey E. Priebe, Ningyuan Huang, Soledad Villar +2

Deep neural networks (DNNs) are capable of perfectly fitting the training data, including memorizing noisy data. It is commonly believed that memorization hurts generalization. The…