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[1] George Bosilca,et al. Open MPI: Goals, Concept, and Design of a Next Generation MPI Implementation , 2004, PVM/MPI.
[2] Jasper Snoek,et al. Practical Bayesian Optimization of Machine Learning Algorithms , 2012, NIPS.
[3] David D. Cox,et al. Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures , 2013, ICML.
[4] Katharina Eggensperger,et al. Towards an Empirical Foundation for Assessing Bayesian Optimization of Hyperparameters , 2013 .
[5] Kevin Leyton-Brown,et al. Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms , 2012, KDD.
[6] Aaron Klein,et al. Efficient and Robust Automated Machine Learning , 2015, NIPS.
[7] Tim Kraska,et al. Automating model search for large scale machine learning , 2015, SoCC.
[8] Ameet Talwalkar,et al. Efficient Hyperparameter Optimization and Infinitely Many Armed Bandits , 2016, ArXiv.
[9] Kaiming He,et al. Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour , 2017, ArXiv.
[10] Quoc V. Le,et al. Neural Architecture Search with Reinforcement Learning , 2016, ICLR.
[11] Ameet Talwalkar,et al. Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization , 2016, J. Mach. Learn. Res..
[12] D. Sculley,et al. Google Vizier: A Service for Black-Box Optimization , 2017, KDD.
[13] Max Jaderberg,et al. Population Based Training of Neural Networks , 2017, ArXiv.
[14] Ameet Talwalkar,et al. Massively Parallel Hyperparameter Tuning , 2018, ArXiv.
[15] Michael I. Jordan,et al. Ray: A Distributed Framework for Emerging AI Applications , 2017, OSDI.
[16] Samuel Madden,et al. MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis , 2018, SIGMOD Conference.