Overall error analysis for the training of deep neural networks via stochastic gradient descent with random initialisation

Arnulf Jentzen, Timo Welti

In spite of the accomplishments of deep learning based algorithms in numerous applications and very broad corresponding research interest, at the moment there is still no rigorous…