Expertise
Computer Science
- Activation Function
- Embedding
- Neural Network
- Reproducing Kernel
- Hilbert Space
Mathematics
- Push-Forward
Physics
- Banach Space
- Hilbert Spaces
Organisations
Publications
2024
Sparsifying dimensionality reduction of PDE solution data with Bregman learning (2024)[Working paper › Preprint]. ArXiv.org. Heeringa, T. J., Brune, C. & Guo, M.https://doi.org/10.48550/arXiv.2406.12672
2023
Learning a Sparse Representation of Barron Functions with the Inverse Scale Space Flow (2023)[Working paper › Preprint]. ArXiv.org. Heeringa, T. J., Roith, T., Brune, C. & Burger, M.https://doi.org/10.48550/arXiv.2312.02671Embeddings between Barron spaces with higher order activation functions (2023)[Working paper › Preprint]. Heeringa, T. J., Spek, L., Schwenninger, F. & Brune, C.https://doi.org/10.48550/arXiv.2305.15839
2022
Duality for Neural Networks through Reproducing Kernel Banach Spaces (2022)[Working paper › Preprint]. Spek, L., Heeringa, T. J., Schwenninger, F. L. & Brune, C.https://doi.org/10.48550/arXiv.2211.05020
Research profiles
Affiliated study programs
Courses academic year 2024/2025
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
Courses academic year 2023/2024
In the press
- https://www.utoday.nl/news/71361/drie-masterdiplomas-in-een-keer-met-een-8-5-als-eindcijfer
Address
University of Twente
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Netherlands
University of Twente
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Netherlands
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