Florian Rossmannek
Orcid: 0000-0001-5772-5086
According to our database1,
Florian Rossmannek
authored at least 9 papers
between 2019 and 2023.
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Bibliography
2023
The curse of dimensionality and gradient-based training of neural networks: shrinking the gap between theory and applications.
PhD thesis, 2023
CoRR, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Landscape Analysis for Shallow Neural Networks: Complete Classification of Critical Points for Affine Target Functions.
J. Nonlinear Sci., 2022
A proof of convergence for gradient descent in the training of artificial neural networks for constant target functions.
J. Complex., 2022
Gradient descent provably escapes saddle points in the training of shallow ReLU networks.
CoRR, 2022
2021
Non-convergence of stochastic gradient descent in the training of deep neural networks.
J. Complex., 2021
Landscape analysis for shallow ReLU neural networks: complete classification of critical points for affine target functions.
CoRR, 2021
2019
CoRR, 2019