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Team > M.Sc. Frederik Köhne

Overview
Overview
photo of Frederik Köhne M.Sc. Frederik Köhne
photo of 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"

photo of Frederik Köhne

Department of Mathematics
Chair of Applied Mathematics


  • Artificial neural networks
  • Optimization methods in machine learning
photo of Frederik Köhne

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 ...

photo of Frederik Köhne

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

responsible for the content: Lars Grüne

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