Stationary points of a shallow neural network with quadratic activations and the global optimality of the gradient descent algorithm
David Gamarnik, Eren C. Kızıldağ, Ilias Zadik
| Year of publication: |
2025
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|---|---|
| Authors: | Gamarnik, David ; Kızıldağ, Eren C. ; Zadik, Ilias |
| Published in: |
Mathematics of operations research. - Hanover, Md. : INFORMS, ISSN 1526-5471, ZDB-ID 2004273-5. - Vol. 50.2025, 1, p. 209-251
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| Subject: | empirical risk minimization | generalization | gradient descent | initialization | neural networks | optimization landscape | semicircle law | Neuronale Netze | Neural networks | Mathematische Optimierung | Mathematical programming | Theorie | Theory | Algorithmus | Algorithm |
Online Resource
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1287/moor.2021.0082 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015211673