Beck, Christan

Full error analysis for the training of deep neural networks

2019 · arXiv (Cornell University)

Deep learning algorithms have been applied very successfully in recent years to a range of problems out of reach for classical solution paradigms. Nevertheless, there is no completely rigorous mathematical error and convergence analysis which …