Search Results for author: Felix Schwenninger

Found 2 papers, 0 papers with code

Embeddings between Barron spaces with higher order activation functions

no code implementations25 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 $H^m$.

Duality for Neural Networks through Reproducing Kernel Banach Spaces

no code implementations9 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.

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