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ALT
2003
Springer

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Kernel Trick Embedded Gaussian Mixture Model

14 years 4 months ago

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In this paper, we present a kernel trick embedded Gaussian Mixture Model (GMM), called kernel GMM. The basic idea is to embed kernel trick into EM algorithm and deduce a parameter ...

Jingdong Wang, Jianguo Lee, Changshui Zhang

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ICML
2006
IEEE

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Block-quantized kernel matrix for fast spectral embedding

14 years 8 months ago

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Kai Zhang, James T. Kwok

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ICML
2003
IEEE

157views Machine Learning» more ICML 2003»

Fast Query-Optimized Kernel Machine Classification Via Incremental Approximate Nearest Support Vectors

14 years 8 months ago

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Dennis DeCoste, Dominic Mazzoni

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EUROCOLT
1999
Springer

137views Machine Learning» more EUROCOLT 1999»

Entropy Numbers, Operators and Support Vector Kernels

13 years 11 months ago

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Robert C. Williamson, Alex J. Smola, Bernhard Sch&...

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ECML
2006
Springer

123views Machine Learning» more ECML 2006»

Languages as Hyperplanes: Grammatical Inference with String Kernels

13 years 11 months ago

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