Uniform Generalization Bounds for Overparameterized Neural Networks

Sattar Vakili, Michael Bromberg, Jezabel Garcia +2

An interesting observation in artificial neural networks is their favorable generalization error despite typically being extremely overparameterized. It is well known that the clas…