Veröffentlichungen "Geuchen, Paul"

2025

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  Geuchen, Paul ; Salanevich, Palina ; Schavemaker, Olov ; Voigtlaender, Felix:
  On best approximation by multivariate ridge functions with applications to generalized translation networks.
  In: Mathematical foundations of machine learning. 1 (Juli 2025) 1.
  10.1007/s44439-025-00002-7
  (Peer-Review-Journal)
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  Geuchen, Paul ; Jahn, Thomas ; Matt, Hannes:
  Universal approximation with complex-valued deep narrow neural networks.
  In: Constructive approximation. 62 (2025). - S. 361-402.
  ISSN 0176-4276 ; 1432-0940
  10.1007/s00365-025-09713-8
  (Peer-Review-Journal)
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  Geuchen, Paul ; Stöger, Dominik ; Telaar, Thomas ; Voigtlaender, Felix:
  Upper and lower bounds for the Lipschitz constant of random neural networks.
  In: Information and Inference : a Journal of the IMA. 14 (2025) 2: iaaf009.
  ISSN 2049-8772 ; 2049-8764
  10.1093/imaiai/iaaf009
  (Peer-Review-Journal)

2023

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  Geuchen, Paul ; Voigtlaender, Felix:
  Optimal approximation using complex-valued neural networks.
  2023
  Veranstaltung: NeurlPS 2023.
  (Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung, Moderation/Leitung)
  10.48550/arXiv.2303.16813