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Latest publications

  • Evelyn Herberg, Roland Herzog, Frederik Köhne, Leonie Kreis and Anton Schiela
    Sensitivity-based layer insertion for residual and feedforward neural networks, 2023
    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
    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
    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},
    }