3790 search results - page 11 / 758 » Advances in Mixture Models |
145
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ICPR
2008
IEEE
15 years 10 months ago
2008
IEEE
This paper 1 proposes a technique for simplifying a given Gaussian mixture model, i.e. reformulating the density in a more parcimonious manner, if possible (less Gaussian componen...
153
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GFKL
2005
Springer
15 years 9 months ago
2005
Springer
Mixture models represent results of gene expression cluster analysis in a more natural way than ’hard’ partitions. This is also true for the representation of gene labels, such...
123
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ESANN
2007
15 years 4 months ago
2007
Mixtures of probabilistic principal component analyzers model high-dimensional nonlinear data by combining local linear models. Each mixture component is specifically designed to...
113
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ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
114
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NIPS
2004
15 years 4 months ago
2004
In this paper we propose an efficient algorithm for reducing a large mixture of Gaussians into a smaller mixture while still preserving the component structure of the original mod...