Team > M.Sc. Frederik Köhne
Department of Mathematics
Chair of Applied Mathematics
M.Sc. Frederik Köhne
- project member
- Room: 3.2 01 530 (NW II)
- e-mail: Frederik.Koehne@uni-bayreuth.de
project: "Multilevel Architectures and Algorithms in Deep Learning"
Department of Mathematics
Chair of Applied Mathematics
- Artificial neural networks
- Optimization methods in machine learning
Department of Mathematics
Chair of Applied Mathematics
Publications
2023
Köhne, Frederik; Kreis, Leonie; Schiela, Anton; Herzog, Roland
Adaptive Step Sizes for Preconditioned Stochastic Gradient Descent
Bayreuth ; Heidelberg, 2023. - 31 page
doi:10.48550/arXiv.2311.16956 ...
2023
Herzog, Roland; Köhne, Frederik; Kreis, Leonie; Schiela, Anton
Frobenius-Type Norms and Inner Products of Matrices and Linear Maps with Applications to Neural ...
Bayreuth ; Heidelberg, 2023. - 14 page
doi:10.48550/arXiv.2311.15419 ...
2023
Herberg, Evelyn; Herzog, Roland; Köhne, Frederik; Kreis, Leonie; Schiela, Anton
Sensitivity-Based Layer Insertion for Residual and Feedforward Neural Networks
Bayreuth ; Heidelberg, 2023. - 15 page
doi:10.48550/arXiv.2311.15995 ...
2023
Herberg, Evelyn; Herzog, Roland; Köhne, Frederik
Time Regularization in Optimal Time Variable Learning
Heidelberg, 2023. - 9 page
doi:10.48550/arXiv.2306.16111 ...
Department of Mathematics
Chair of Applied Mathematics
M.Sc. Frederik Köhne
from 10/2021 on: project member
Chair of Applied Mathematics
Department of Mathematics
University of Bayreuth
95440 Bayreuth, Germany
Phone: +49 (0)921 55-3278
E-mail: Frederik.Koehne@uni-bayreuth.de