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2018

  • Chrabąszcz, Patryk and Loshchilov, Ilya and Hutter, Frank (arXiv)(published)(pdf)(bib)
    Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari
    In: Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI-18
  • Wilson, Dennis and Rodrigues, Silvio and Segura, Carlos and Loshchilov, Ilya and Hutter, Frank and Buenfil, Guillermo López and Kheiri, Ahmed and Keedwell, Ed and Ocampo-Pineda, Mario and Özcan, Ender and Peña, Sergio Ivvan Valdez and Goldman, Brian and Rionda, Salvador Botello and Hernández-Aguirre, Arturo and Veeramachaneni, Kalyan and Cussat-Blanc, Sylvain (published)(bib)
    Evolutionary computation for wind farm layout optimization
    In: Renewable Energy 126 (2018): 681 - 691
    (summary)(summary bibtex)

2017

  • Loshchilov, I. and Hutter, F. (pdf)(bib)
    SGDR: Stochastic Gradient Descent with Warm Restarts
    In: International Conference on Learning Representations (ICLR) 2017 Conference Track

2016

  • Loshchilov, I. and Hutter, F. (pdf)(bib)
    Online Batch Selection for Faster Training of Neural Networks
    In: International Conference on Learning Representations (ICLR) 2016 Workshop Track
  • Loshchilov, I. and Hutter, F.
    CMA-ES for Hyperparameter Optimization of Deep Neural Networks
    In: International Conference on Learning Representations (ICLR) 2016 Workshop Track