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Rossmannek, Florian

Co-Author Distance
Author ID: rossmannek.florian Recent zbMATH articles by "Rossmannek, Florian"
Published as: Rossmannek, Florian
Documents Indexed: 5 Publications since 2019, including 2 Additional arXiv Preprints
Co-Authors: 3 Co-Authors with 5 Joint Publications
113 Co-Co-Authors

Co-Authors

0 single-authored
5 Cheridito, Patrick
4 Jentzen, Arnulf
1 Riekert, Adrian

Serials

2 Journal of Complexity
1 Journal of Nonlinear Science

Fields

5 Computer science (68-XX)
3 Numerical analysis (65-XX)
1 Approximations and expansions (41-XX)
1 Operations research, mathematical programming (90-XX)

Publications by Year

all cited Publications top 5 cited Publications

Citations contained in zbMATH Open

3 Publications have been cited 13 times in 9 Documents Cited by ▼ Year ▼
Non-convergence of stochastic gradient descent in the training of deep neural networks. Zbl 1494.65044
Cheridito, Patrick; Jentzen, Arnulf; Rossmannek, Florian
7
2021
A proof of convergence for gradient descent in the training of artificial neural networks for constant target functions. Zbl 1502.65037
Cheridito, Patrick; Jentzen, Arnulf; Riekert, Adrian; Rossmannek, Florian
4
2022
Landscape analysis for shallow neural networks: complete classification of critical points for affine target functions. Zbl 1491.68179
Cheridito, Patrick; Jentzen, Arnulf; Rossmannek, Florian
2
2022
A proof of convergence for gradient descent in the training of artificial neural networks for constant target functions. Zbl 1502.65037
Cheridito, Patrick; Jentzen, Arnulf; Riekert, Adrian; Rossmannek, Florian
4
2022
Landscape analysis for shallow neural networks: complete classification of critical points for affine target functions. Zbl 1491.68179
Cheridito, Patrick; Jentzen, Arnulf; Rossmannek, Florian
2
2022
Non-convergence of stochastic gradient descent in the training of deep neural networks. Zbl 1494.65044
Cheridito, Patrick; Jentzen, Arnulf; Rossmannek, Florian
7
2021
all cited Publications top 5 cited Publications
all top 5

Cited by 21 Authors

5 Jentzen, Arnulf
3 Riekert, Adrian
2 Cheridito, Patrick
2 Rossmannek, Florian
1 Beck, Christian
1 Besson, Jacques
1 Gu, Yiqi
1 Harlim, John
1 Herrmann, Lukas
1 Kuckuck, Benno
1 Lacourt, Laurent
1 Launay, Hugo
1 Liang, Senwei
1 Mondon, Arnaud
1 Nüsken, Nikolas
1 Opschoor, Joost A. A.
1 Richter, Lorenz
1 Ryckelynck, David
1 Schwab, Christoph
1 Willot, François
1 Yang, Haizhao
all top 5

Cited in 9 Serials

1 Journal of Mathematical Analysis and Applications
1 ZAMP. Zeitschrift für angewandte Mathematik und Physik
1 International Journal for Numerical Methods in Engineering
1 SIAM Journal on Numerical Analysis
1 Journal of Complexity
1 Journal of Scientific Computing
1 Journal of Nonlinear Science
1 Infinite Dimensional Analysis, Quantum Probability and Related Topics
1 SN Partial Differential Equations and Applications
all top 5

Cited in 8 Fields

7 Computer science (68-XX)
5 Numerical analysis (65-XX)
3 Approximations and expansions (41-XX)
1 Partial differential equations (35-XX)
1 Dynamical systems and ergodic theory (37-XX)
1 Calculus of variations and optimal control; optimization (49-XX)
1 Mechanics of deformable solids (74-XX)
1 Operations research, mathematical programming (90-XX)

Citations by Year