Weighted Sobolev Approximation Rates for Neural Networks on Unbounded Domains

Ahmed Abdeljawad, Thomas Dittrich

In this work, we consider the approximation capabilities of shallow neural networks in weighted Sobolev spaces for functions in the spectral Barron space. The existing literature a…