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2020

  • Gargiani, Matilde and Zanelli, Andrea and Diehl, Moritz and Hutter, Frank (arXiv)(bib)
    On the Promise of the Stochastic Generalized Gauss-Newton Method for Training DNNs
    In: arXiv:2006.02409 [cs.LG] (2020)
  • Gargiani, Matilde and Zanelli, Andrea and Tran-Dinh, Quoc and Diehl, Moritz and Hutter, Frank (arXiv)(bib)
    Transferring Optimally Across Data Distrutions via Homotopy Methods
    In: International Conference on Learning Representations

2019

  • Gargiani, M. and Klein, A. and Falkner, S. and Hutter, F. (published)(bib)
    Probabilistic Rollouts for Learning Curve Extrapolation Across Hyperparameter Settings
    In: 6th ICML Workshop on Automated Machine Learning