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NIPS
2008
15 years 3 months ago
Support Vector Machines with a Reject Option
We consider the problem of binary classification where the classifier may abstain instead of classifying each observation. The Bayes decision rule for this setup, known as Chow�...
Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshe...
70
Voted
ESANN
2004
15 years 3 months ago
On-line support vector machines and optimization strategies
Juan Manuel Górriz, Carlos García Pu...
76
Voted
ESANN
2006
15 years 3 months ago
Bootstrap feature selection in support vector machines for ventricular fibrillation detection
Felipe Alonso Atienza, José Luis Rojo-&Aacu...
118
Voted
ESANN
2006
15 years 3 months ago
Evolino for recurrent support vector machines
Abstract. We introduce a new class of recurrent, truly sequential SVM-like devices with internal adaptive states, trained by a novel method called EVOlution of systems with KErnel-...
Jürgen Schmidhuber, Matteo Gagliolo, Daan Wie...
80
Voted
NIPS
2001
15 years 3 months ago
Duality, Geometry, and Support Vector Regression
J. Bi, K. P. Bennett