@ARTICLE{KreisHerbergKoehneSchielaHerzog:2026:1,
  AUTHOR = {Kreis, Leonie and Herberg, Evelyn and Köhne, Frederik and Schiela, Anton and Herzog, Roland},
  DATE = {2026-07},
  DOI = {10.4208/jml.251016},
  EPRINT = {2311.15995},
  EPRINTTYPE = {arXiv},
  JOURNALTITLE = {Journal of Machine Learning},
  TITLE = {SensLI: sensitivity-based layer insertion for residual and feedforward neural networks},
}

@THESIS{Kreis:2026:1,
  AUTHOR = {Kreis, Leonie},
  INSTITUTION = {Heidelberg University},
  DATE = {2026-03-25},
  DOI = {10.11588/heidok.00038315},
  TITLE = {Nonlinear Optimization Techniques Applied to Neural Network Training},
  TYPE = {phdthesis},
}

@ARTICLE{HerzogKoehneKreisSchiela:2025:1,
  AUTHOR = {Herzog, Roland and Köhne, Frederik and Kreis, Leonie and Schiela, Anton},
  DATE = {2025-08-08},
  DOI = {10.1016/j.laa.2025.08.005},
  EPRINT = {2311.15419},
  EPRINTTYPE = {arXiv},
  JOURNALTITLE = {Linear Algebra and its Applications},
  PAGES = {112--128},
  TITLE = {Metric Frobenius norms and inner products of matrices and linear maps},
  VOLUME = {727},
}

@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},
}