224 search results - page 1 / 45 » Gaussian processes and limiting linear models |
49
Voted
CSDA
2008
15 years 1 months ago
2008
152
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BMCBI
2007
15 years 1 months ago
2007
Background: Designing appropriate machine learning methods for identifying genes that have a significant discriminating power for disease outcomes has become more and more importa...
137
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ICIP
2009
IEEE
14 years 11 months ago
2009
IEEE
The estimation of high-dimensional probability density functions (PDFs) is not an easy task for many image processing applications. The linear models assumed by widely used transf...
116
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DAGM
2010
Springer
15 years 2 months ago
2010
Springer
Density modeling is notoriously difficult for high dimensional data. One approach to the problem is to search for a lower dimensional manifold which captures the main characteristi...
77
Voted
CSDA
2011
14 years 8 months ago
2011