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» Optimization on Support Vector Machines
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ALT
1999
Springer
15 years 2 months ago
A Note on Support Vector Machine Degeneracy
Ryan M. Rifkin, Massimiliano Pontil, Alessandro Ve...
ML
2002
ACM
180views Machine Learning» more  ML 2002»
14 years 9 months ago
Gene Selection for Cancer Classification using Support Vector Machines
Isabelle Guyon, Jason Weston, Stephen Barnhill, Vl...
ML
2002
ACM
106views Machine Learning» more  ML 2002»
14 years 9 months ago
Statistical Properties and Adaptive Tuning of Support Vector Machines
Yi Lin, Grace Wahba, Hao Zhang, Yoonkyung Lee
ALT
2004
Springer
15 years 6 months ago
Convergence of a Generalized Gradient Selection Approach for the Decomposition Method
The decomposition method is currently one of the major methods for solving the convex quadratic optimization problems being associated with support vector machines. For a special c...
Nikolas List
EUROCOLT
1999
Springer
15 years 2 months ago
Entropy Numbers, Operators and Support Vector Kernels
Robert C. Williamson, Alex J. Smola, Bernhard Sch&...