On Generalized Barron Spaces for Shallow Neural Networks

Shuai Lu, Leqi Zhang

Classical Barron spaces are function spaces specifically designed for shallow neural networks mostly with ReLU, ${\mathrm{ReLU}}^k$ (RePU) or Lipschitz continuous activation function…