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Found 270 Documents (Results 1–100)

Learning Nonlinear Projections for Reduced-Order Modeling of Dynamical Systems using Constrained Autoencoders. arXiv:2307.15288

Preprint, arXiv:2307.15288 [math.DS] (2023).
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Implicit regularization in AI meets generalized hardness of approximation in optimization – Sharp results for diagonal linear networks. arXiv:2307.07410

Preprint, arXiv:2307.07410 [cs.LG] (2023).
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Data-driven modelling of brain activity using neural networks, Diffusion Maps, and the Koopman operator. arXiv:2304.11925

Preprint, arXiv:2304.11925 [math.NA] (2023).
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An introduction to artificial intelligence based on reproducing kernel Hilbert spaces. (English) Zbl 1500.68004

Compact Textbooks in Mathematics. Cham: Birkhäuser (ISBN 978-3-030-98315-4/pbk; 978-3-030-98316-1/ebook). xiv, 152 p. (2022).
MSC:  68-02 46E22 68T05
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