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Please look at my Google scholar profile.

2017

  • Klein, A. and Falkner, S. and Bartels, S. and Hennig, P. and Hutter, F. (pdf)(bib)
    Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets
    In: Proceedings of the AISTATS conference
  • Klein, A. and Falkner, S. and Springenberg, J. T. and Hutter, F. (pdf)(bib)
    Learning Curve Prediction with Bayesian Neural Networks
    In: Proceedings of the ICLR conference

2016

  • Springenberg, J. T. and Klein, A. and Falkner, S. and Hutter, F. (pdf)(supplementary)(bib)
    Bayesian optimization with robust Bayesian neural networks
    In: Advances in Neural Information Processing Systems 29

2015

  • Klein, A. and Bartels, S. and Falkner, S. and Hennig, P. and Hutter, F. (pdf)(bib)
    Towards efficient Bayesian Optimization for Big Data
    In: NIPS 2015 Bayesian Optimization Workshop
  • Falkner, S. and Lindauer, M. and Hutter, F. (pdf)(bib)
    SpySMAC: Automated Configuration and Performance Analysis of SAT Solvers
    In: Proceedings of the International Conference on Satisfiability Solving (SAT'15)