Generalization error bounds for two-layer neural networks with Lipschitz loss function

Jiang Yu Nguwi, Nicolas Privault

We derive generalization error bounds for the training of two-layer neural networks without assuming boundedness of the loss function, using Wasserstein distance estimates on the d…