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Fast Hyperparameter Optimization of Deep Neural Networks via Ensembling Multiple Surrogates

6 November 2018

Jiawei Jiang

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Papers citing "Fast Hyperparameter Optimization of Deep Neural Networks via Ensembling Multiple Surrogates"

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Title
BOHB: Robust and Efficient Hyperparameter Optimization at Scale Stefan Falkner Aaron Klein Frank Hutter BDL 203 1,098 0 04 Jul 2018
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates Ilija Ilievski Taimoor Akhtar Jiashi Feng C. Shoemaker 65 151 0 28 Jul 2016
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization Lisha Li Kevin Jamieson Giulia DeSalvo Afshin Rostamizadeh Ameet Talwalkar 225 2,329 0 21 Mar 2016
Non-stochastic Best Arm Identification and Hyperparameter Optimization Kevin Jamieson Ameet Talwalkar 206 580 0 27 Feb 2015
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 356 7,942 0 13 Jun 2012