Generalization Ability of Wide Neural Networks on $\mathbb{R}$

Jianfa Lai, Manyun Xu, Rui Chen +1

We perform a study on the generalization ability of the wide two-layer ReLU neural network on $\mathbb{R}$. We first establish some spectral properties of the neural tangent kernel…