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Optimal Hyper-Parameter Search in Support Vector Machines Using Bézier Surfaces.
Shinichi Yamada
Kourosh Neshatian
Raazesh Sainudiin
Published in:
Australasian Conference on Artificial Intelligence (2015)
Keyphrases
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hyperparameters
support vector
closed form
learning machines
cross validation
large margin classifiers
search algorithm
search space
dynamic programming
bayesian inference
model selection
random sampling
maximum a posteriori
optimal solution
kernel function
image processing
em algorithm
higher order
worst case