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18

ALT
1999
Springer

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A Note on Support Vector Machine Degeneracy

13 years 12 months ago

A Note on Support Vector Machine Degeneracy

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Ryan M. Rifkin, Massimiliano Pontil, Alessandro Ve...

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23

EUROCOLT
1999
Springer

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Entropy Numbers, Operators and Support Vector Kernels

13 years 12 months ago

Entropy Numbers, Operators and Support Vector Kernels

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

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21

ML
2002
ACM

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Gene Selection for Cancer Classification using Support Vector Machines

13 years 7 months ago

Gene Selection for Cancer Classification using Support Vector Machines

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Isabelle Guyon, Jason Weston, Stephen Barnhill, Vl...

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15

ML
2002
ACM

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Statistical Properties and Adaptive Tuning of Support Vector Machines

13 years 7 months ago

Statistical Properties and Adaptive Tuning of Support Vector Machines

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Yi Lin, Grace Wahba, Hao Zhang, Yoonkyung Lee

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25

ICML
2005
IEEE

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An efficient method for simplifying support vector machines

14 years 8 months ago

An efficient method for simplifying support vector machines

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In this paper we describe a new method to reduce the complexity of support vector machines by reducing the number of necessary support vectors included in their solutions. The red...

DucDung Nguyen, Tu Bao Ho

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