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» Kernel methods for learning languages

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SDM
2004
SIAM

218views Data Mining» more SDM 2004»

Mixture Density Mercer Kernels: A Method to Learn Kernels Directly from Data

13 years 8 months ago

Download www.riacs.edu

This paper presents a method of generating Mercer Kernels from an ensemble of probabilistic mixture models, where each mixture model is generated from a Bayesian mixture density e...

Ashok N. Srivastava

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MLDM
2009
Springer

135views Machine Learning» more MLDM 2009»

Tree Kernel and Feature Vector Methods for Formal Semantic Requests Classification

14 years 2 months ago

Download www.limsi.fr

François Bouchet, Jean-Paul Sansonnet

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ICML
2003
IEEE

173views Machine Learning» more ICML 2003»

The Pre-Image Problem in Kernel Methods

14 years 8 months ago

Download www.cse.ust.hk

In this paper, we address the problem of finding the pre-image of a feature vector in the feature space induced by a kernel. This is of central importance in some kernel applicatio...

James T. Kwok, Ivor W. Tsang

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JIIS
2006

73views more JIIS 2006»

Using KCCA for Japanese-English cross-language information retrieval and document classification

13 years 7 months ago

Download eprints.pascal-network.org

Kernel Canonical Correlation Analysis (KCCA) is a method of correlating linear relationship between two variables in a kernel defined feature space. A machine learning algorithm b...

Yaoyong Li, John Shawe-Taylor

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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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