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2020

  • Zela, Arber and Elsken, Thomas and Saikia, Tonmoy and Marrakchi, Yassine and Brox, Thomas and Hutter, Frank (arXiv)(pdf)(bib)
    Understanding and Robustifying Differentiable Architecture Search
    In: International Conference on Learning Representations
    Oral
  • Zela, Arber and Siems, Julien and Hutter, Frank (pdf)(bib)
    NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search
    In: International Conference on Learning Representations

2019

  • Saikia, T. and Marrakchi, Y. and Zela, A. and Hutter, F. and Brox, T. (arXiv)(pdf)(bib)
    AutoDispNet: Improving Disparity Estimation With AutoML
    In: IEEE International Conference on Computer Vision (ICCV)

2018

  • Zela, Arber and Klein, Aaron and Falkner, Stefan and Hutter, Frank (pdf)(poster)(bib)
    Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search
    In: ICML 2018 AutoML Workshop