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Surrogating the surrogate: accelerating Gaussian-process-based global optimization with a mixture cross-entropy algorithm.
Rémi Bardenet
Balázs Kégl
Published in:
ICML (2010)
Keyphrases
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global optimization
gaussian process
particle swarm optimization
cross entropy
bayesian framework
expectation maximization
search space
learning algorithm
similarity measure
log likelihood
optimal solution
k means
neural network
mixture model
random variables
clustering algorithm
genetic algorithm