Architecture independent generalization bounds for overparametrized deep ReLU networks

Anandatheertha Bapu, Thomas Chen, Chun-Kai Kevin Chien +2

We prove that overparametrized neural networks are able to generalize with a test error that is independent of the level of overparametrization, and independent of the Vapnik-Cherv…