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2019

  • Zela, A. and Elsken, T. and Saikia, T. and Marrakchi, Y. and Brox, T. and Hutter, F. (arXiv)(pdf)(bib)
    Understanding and Robustifying Differentiable Architecture Search
    In: arXiv:1909.09656 [cs.LG] (2019)
  • Elsken, Thomas and Metzen, Jan Hendrik and Hutter, Frank (arXiv)(published)(pdf)(bib)
    Neural Architecture Search: A Survey
    In: Journal of Machine Learning Research 20.55 (2019): 1-21
  • Elsken, Thomas and Metzen, Jan Hendrik and Hutter, Frank (arXiv)(published)(bib)
    Efficient Multi-Objective Neural Architecture Search via Lamarckian Evolution
    In: International Conference on Learning Representations

2018

  • Elsken, Thomas and Metzen, Jan Hendrik and Hutter, Frank (arXiv)(bib)
    Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution
    In: ArXiv e-prints 1804.09081 (2018)

2017

  • Elsken, Thomas and Metzen, Jan Hendrik and Hutter, Frank (arXiv)(pdf)(bib)
    Simple And Efficient Architecture Search for Convolutional Neural Networks
    In: NIPS Workshop on Meta-Learning