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A continuation approach to mode-finding of multivariate Gaussian mixtures and kernel density estimates.
Seppo Pulkkinen
Marko M. Mäkelä
Napsu Karmitsa
Published in:
J. Glob. Optim. (2013)
Keyphrases
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gaussian mixture
kernel density estimates
density estimation
em algorithm
probability density function
gaussian mixture model
expectation maximization
covariance matrix
closed form
active learning
maximum likelihood
prior knowledge
outlier detection