A proof of convergence for gradient descent in the training of artificial neural networks for constant target functions
Cheridito, Patrick; Jentzen, Arnulf; Riekert, Adrian; Rossmannek, Florian
Research article (journal) | Peer reviewedDetails about the publication
Journal: Journal of Complexity
Volume: 72
Article number: 101646
Status: Published
Release year: 2022
Language in which the publication is written: English
Link to the full text: https://doi.org/10.1016/j.jco.2022.101646
Keywords: Artificial neural networks; Nonconvex optimization; Nonsmooth optimization; Gradient methods; Machine learning
Authors from the University of Münster
| Jentzen, Arnulf | Institute for Analysis and Numerics |
| Riekert, Adrian | Mathematical Institute |