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» Multi-Instance Mixture Models

22

IPMI
1997
Springer

148views Medical Imaging» more IPMI 1997»

Continuous Gaussian Mixture Modeling

14 years 8 months ago

Continuous Gaussian Mixture Modeling

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Stephen R. Aylward, Stephen M. Pizer

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15

ICML
2008
IEEE

115views Machine Learning» more ICML 2008»

Data spectroscopy: learning mixture models using eigenspaces of convolution operators

14 years 8 months ago

Data spectroscopy: learning mixture models using eigenspaces of convolution operators

Download www.cse.ohio-state.edu

Tao Shi, Mikhail Belkin, Bin Yu

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16

ICML
2003
IEEE

96views Machine Learning» more ICML 2003»

Mixtures of Conditional Maximum Entropy Models

14 years 8 months ago

Mixtures of Conditional Maximum Entropy Models

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Dmitry Pavlov, Alexandrin Popescul, David M. Penno...

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15

KDD
2003
ACM

111views Data Mining» more KDD 2003»

Translation-invariant mixture models for curve clustering

14 years 8 months ago

Translation-invariant mixture models for curve clustering

Download www.datalab.uci.edu

Darya Chudova, Scott Gaffney, Eric Mjolsness, Padh...

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16

ICASSP
2009
IEEE

137views Signal Processing» more ICASSP 2009»

Bounded conditional mean imputation with Gaussian mixture models: A reconstruction approach to partly occluded features

14 years 2 months ago

Bounded conditional mean imputation with Gaussian mixture models: A reconstruction approach to partly occluded features

Download www.lsv.uni-saarland.de

In this work we show how conditional mean imputation can be bounded through the use of box-truncated Gaussian distributions. That is of interest when signals or features are partl...

Friedrich Faubel, John W. McDonough, Dietrich Klak...

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