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» Learning to learn with the informative vector machine

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ICML
2004
IEEE

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Learning to learn with the informative vector machine

14 years 1 months ago

Download eprints.pascal-network.org

This paper describes an ecient method for learning the parameters of a Gaussian process (GP). The parameters are learned from multiple tasks which are assumed to have been drawn ...

Neil D. Lawrence, John C. Platt

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DSMML
2004
Springer

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Extensions of the Informative Vector Machine

14 years 1 months ago

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The informative vector machine (IVM) is a practical method for Gaussian process regression and classiﬁcation. The IVM produces a sparse approximation to a Gaussian process by com...

Neil D. Lawrence, John C. Platt, Michael I. Jordan

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COLT
2006
Springer

235views Machine Learning» more COLT 2006»

Learning Bounds for Support Vector Machines with Learned Kernels

13 years 11 months ago

Download www.cs.nyu.edu

Nathan Srebro, Shai Ben-David

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