4324 search results - page 105 / 865 » A Generalized Representer Theorem |
138
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ICCV
2009
IEEE
15 years 2 months ago
2009
IEEE
The use of Mercer kernel methods in statistical learning theory provides for strong learning capabilities, as seen in kernel principal component analysis and support vector machin...
115
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COMBINATORICS
2006
15 years 4 months ago
2006
We expose a relationship between jamming and a generalization of Tutte's barycentric embedding. This provides a basis for the systematic treatment of jamming and maximal packi...
149
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RSEISP
2007
Springer
15 years 10 months ago
2007
Springer
This paper concerns the development of a new direction in machine learning, called natural induction, which requires from computergenerated knowledge not only to have high predicti...
119
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ISSAC
2005
Springer
15 years 10 months ago
2005
Springer
This paper describes a new method for computing the normal form of a polynomial modulo a zero-dimensional ideal I. We give a detailed description of the algorithm, a proof of its ...
116
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SLSFS
2005
Springer
15 years 10 months ago
2005
Springer
We present a method which uses example pairs of equal or unequal class labels to select a subspace with near optimal metric properties in a kernel-induced Hilbert space. A represen...