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HyperFDA: a bi-level optimization approach to neural architecture search and hyperparameters' optimization via fractal decomposition-based algorithm.
Léo Souquet
Nadiya Shvai
Arcadi Llanza
Amir Nakib
Published in:
GECCO Companion (2020)
Keyphrases
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bi level
search space
gray scale
k means
dynamic programming
random search
learning algorithm
artificial neural networks
hyperparameters
support vector machine svm
simulated annealing
neural network
search algorithm
machine learning
energy function
cross validation
incomplete data
worst case