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Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation.
Miki Aoyagi
Published in:
J. Mach. Learn. Res. (2010)
Keyphrases
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bayesian estimation
generalization error
restricted boltzmann machine
learning algorithm
upper bound
training set
model selection
cross validation
active learning
training data
deep learning
supervised learning
worst case
sample size
posterior distribution
data sets
lower bound