Florian Rossmannek

Florian Rossmannek

Eidgenössische Technische Hochschule ETH Zürich - Zurich / Switzerland
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 5172904
Swiss Federal Institute of Technology ETH Zurich
person_outline Florian Rossmannek's MOST POPULAR ARTICLES
1-) Efficient approximation of high-dimensional functions with neural networksP Cheridito, A Jentzen, F RossmannekIEEE Transactions on Neural Networks and Learning Systems, 202145*2021
2-) Non-convergence of stochastic gradient descent in the training of deep neural networksP Cheridito, A Jentzen, F RossmannekJournal of Complexity 64, 101540, 2021362021
3-) A proof of convergence for gradient descent in the training of artificial neural networks for constant target functionsP Cheridito, A Jentzen, A Riekert, F RossmannekJournal of Complexity, 101646, 2022242022
4-) Landscape analysis for shallow neural networks: complete classification of critical points for affine target functionsP Cheridito, A Jentzen, F RossmannekJournal of Nonlinear Science 32 (5), 64, 2022192022
5-) Efficient Sobolev approximation of linear parabolic PDEs in high dimensionsP Cheridito, F RossmannekarXiv preprint arXiv:2306.16811, 202352023