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BIOINFORMATICS
2004
40views more  BIOINFORMATICS 2004»
14 years 11 months ago
Support vector machine classification on the web
Paul Pavlidis, Ilan Wapinski, William Stafford Nob...
PAMI
2010
103views more  PAMI 2010»
14 years 10 months ago
Tuning Support Vector Machines for Minimax and Neyman-Pearson Classification
Mark A. Davenport, Richard G. Baraniuk, Clayton Sc...
DAM
2008
83views more  DAM 2008»
14 years 11 months ago
Multi-group support vector machines with measurement costs: A biobjective approach
Support Vector Machine has shown to have good performance in many practical classification settings. In this paper we propose, for multi-group classification, a biobjective optimi...
Emilio Carrizosa, Belen Martin-Barragan, Dolores R...
KDD
2006
ACM
181views Data Mining» more  KDD 2006»
16 years 4 days ago
Cryptographically private support vector machines
We study the problem of private classification using kernel methods. More specifically, we propose private protocols implementing the Kernel Adatron and Kernel Perceptron learning ...
Helger Lipmaa, Sven Laur, Taneli Mielikäinen