PG
Paul Geuchen
cs.LGstat.MLmath.FAmath.PR
On Valency
published · living versionsW_hf4q7etc·v1 · currentpublished
Memorization Capacity of Invariant Convolutional Neural Nets
with Sjoerd Dirksen, Patrick Finke
1 version
Preprints & journals
5 papers in the corpus · 2023–2025Optimal estimates for the -Lipschitz constants of deep random ReLU neural networks2506.19695v3 · Sjoerd Dirksen, Patrick Finke, Paul Geuchen et al.2025 · 0 citationsarXiv
On best approximation by multivariate ridge functions with applications to generalized translation networks2412.08453v3 · Paul Geuchen, Palina Salanevich, Olov Schavemaker et al.2024 · 2 citationsarXiv
Upper and lower bounds for the Lipschitz constant of random neural networks2311.01356v4 · Paul Geuchen, Dominik Stoger, Thomas Telaar et al.2023 · 1 citationarXiv
Universal approximation with complex-valued deep narrow neural networks2305.16910v3 · Paul Geuchen, Thomas Jahn, Hannes Matt2023 · 6 citationsarXiv
Optimal approximation using complex-valued neural networks2303.16813v2 · Paul Geuchen, Felix Voigtlaender2023 · 7 citationsarXiv
Career total: 8 works. 5 are in this corpus.
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