On the existence of minimizers in shallow residual ReLU neural network optimization landscapes

28 February 2023

Papers citing "On the existence of minimizers in shallow residual ReLU neural network optimization landscapes"

6 / 6 papers shown

Title
Finite Samples for Shallow Neural Networks Yu Xia Zhiqiang Xu 43 0 0 17 Mar 2025
Non-convergence to global minimizers for Adam and stochastic gradient descent optimization and constructions of local minimizers in the training of artificial neural networks Arnulf Jentzen Adrian Riekert 38 4 0 07 Feb 2024
Does a sparse ReLU network training problem always admit an optimum? Quoc-Tung Le E. Riccietti Rémi Gribonval 19 2 0 05 Jun 2023
On the existence of optimal shallow feedforward networks with ReLU activation Steffen Dereich Sebastian Kassing 30 4 0 06 Mar 2023
Approximation results for Gradient Descent trained Shallow Neural Networks in $1d$ R. Gentile G. Welper ODL 52 6 0 17 Sep 2022
Convergence of stochastic gradient descent schemes for Lojasiewicz-landscapes Steffen Dereich Sebastian Kassing 34 27 0 16 Feb 2021