Duality for neural networks through reproducing kernel Banach spaces L Spek, TJ Heeringa, F Schwenninger, C Brune arXiv preprint arXiv:2211.05020, 2022 | 18 | 2022 |
Embeddings between Barron spaces with higher-order activation functions TJ Heeringa, L Spek, FL Schwenninger, C Brune Applied and Computational Harmonic Analysis 73, 101691, 2024 | 8 | 2024 |
Sparsifying dimensionality reduction of PDE solution data with Bregman learning TJ Heeringa, C Brune, M Guo arXiv preprint arXiv:2406.12672, 2024 | 1 | 2024 |
Learning a Sparse Representation of Barron Functions with the Inverse Scale Space Flow TJ Heeringa, T Roith, C Brune, M Burger arXiv preprint arXiv:2312.02671, 2023 | 1 | 2023 |
Deep Networks are Reproducing Kernel Chains TJ Heeringa, L Spek, C Brune arXiv preprint arXiv:2501.03697, 2025 | | 2025 |
The Effect of Higher Order Activation Functions on Infinitely wide Neural Networks. TJ Heeringa University of Twente, 2022 | | 2022 |
Inverse boundary problem with the Maxwell Equations: an alternative method to breast cancer detection TJ Heeringa University of Twente, 2017 | | 2017 |