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Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks.
Tobias Hinz
Nicolás Navarro-Guerrero
Sven Magg
Stefan Wermter
Published in:
Int. J. Comput. Intell. Appl. (2018)
Keyphrases
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convolutional neural networks
optimization algorithm
global optimization
optimization process
optimization problems
optimization method
model selection
combinatorial optimization
multiscale
prior knowledge
optimization methods
gaussian processes
evolution strategy
deep learning
nonlinear programming