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"

3 / 3 papers shown

Title
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 28 4 0 07 Feb 2024
Approximation results for Gradient Descent trained Shallow Neural Networks in $1d$ R. Gentile G. Welper ODL 30 6 0 17 Sep 2022
Convergence of stochastic gradient descent schemes for Lojasiewicz-landscapes Steffen Dereich Sebastian Kassing 26 27 0 16 Feb 2021