M.Sc. Leonie Kreis

PhD Student

Recent teaching

Latest publications

  • Evelyn Herberg, Roland Herzog, Frederik Köhne, Leonie Kreis and Anton Schiela
    Sensitivity-based layer insertion for residual and feedforward neural networks, 2023
    arXiv:2311.15995
    bibtex 
    @ONLINE{HerbergHerzogKoehneKreisSchiela:2023:1,
  AUTHOR = {Herberg, Evelyn and Herzog, Roland and Köhne, Frederik and Kreis, Leonie and Schiela, Anton},
  DATE = {2023-11},
  EPRINT = {2311.15995},
  EPRINTTYPE = {arXiv},
  TITLE = {Sensitivity-based layer insertion for residual and feedforward neural networks},
}
  • Roland Herzog, Frederik Köhne, Leonie Kreis and Anton Schiela
    Frobenius-type norms and inner products of matrices and linear maps with applications to neural network training, 2023
    arXiv:2311.15419
    bibtex 
    @ONLINE{HerzogKoehneKreisSchiela:2023:1,
  AUTHOR = {Herzog, Roland and Köhne, Frederik and Kreis, Leonie and Schiela, Anton},
  DATE = {2023-11},
  EPRINT = {2311.15419},
  EPRINTTYPE = {arXiv},
  TITLE = {Frobenius-type norms and inner products of matrices and linear maps with applications to neural network training},
}
  • Frederik Köhne, Leonie Kreis, Anton Schiela and Roland Herzog
    Adaptive step sizes for preconditioned stochastic gradient descent, 2023
    arXiv:2311.16956
    bibtex 
    @ONLINE{KoehneKreisSchielaHerzog:2023:1,
  AUTHOR = {Köhne, Frederik and Kreis, Leonie and Schiela, Anton and Herzog, Roland},
  DATE = {2023-11},
  EPRINT = {2311.16956},
  EPRINTTYPE = {arXiv},
  TITLE = {Adaptive step sizes for preconditioned stochastic gradient descent},
}