no code implementations • 25 May 2023 • Tjeerd Jan Heeringa, Len Spek, Felix Schwenninger, Christoph Brune
Moreover, the Barron spaces associated with the $\operatorname{RePU}_s$ have a hierarchical structure similar to the Sobolev spaces $H^m$.
no code implementations • 9 Nov 2022 • Len Spek, Tjeerd Jan Heeringa, Felix Schwenninger, Christoph Brune
Recently, Barron spaces have been used to prove bounds on the generalisation error for neural networks.