Full error analysis for the training of deep neural networks
Beck C, Jentzen A, Kuckuck B
Research article (journal) | Peer reviewedDetails about the publication
Journal: Infinite Dimensional Analysis, Quantum Probability and Related Topics
Volume: 25
Issue: 2
Article number: 2150020
Status: Published
Release year: 2022
Language in which the publication is written: English
Link to the full text: https://www.worldscientific.com/doi/10.1142/S021902572150020X
Keywords: Full error analysis; optimization error; generalization error; approximation error; machine learning; convergence analysis; artificial neural networks
Authors from the University of Münster
| Beck, Christian | Professorship for applied mathematics (Prof. Jentzen) |
| Jentzen, Arnulf | Institute for Analysis and Numerics |
| Kuckuck, Benno | Mathematical Institute |