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On the benefits of Laplace samples in solving a rare event problem using cross-entropy method.
S. Easter Selvan
M. S. P. Subathra
Hepzibah A. Christinal
Umberto Amato
Published in:
Appl. Math. Comput. (2013)
Keyphrases
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cross entropy
training samples
data sets
rare events
classification accuracy
maximum likelihood
density estimation
log likelihood
error function
importance sampling
machine learning
image segmentation
similarity measure
artificial neural networks
energy function
monte carlo