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    PAKDD
    2007
    ACM
    128views Data Mining» more  PAKDD 2007»
    Selecting a Reduced Set for Building Sparse Support Vector Regression in the Primal
    15 years 5 months ago
    Selecting a Reduced Set for Building Sparse Support Vector Regression in the Primal
    Download  ttic.uchicago.edu
    Recent work shows that Support vector machines (SVMs) can be solved efficiently in the primal. This paper follows this line of research and shows how to build sparse support vector...
    Liefeng Bo, Ling Wang, Licheng Jiao
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    ICML
    2008
    IEEE
    129views Machine Learning» more  ICML 2008»
    Fast support vector machine training and classification on graphics processors
    16 years 16 days ago
    Fast support vector machine training and classification on graphics processors
    Download  www.eecs.berkeley.edu
    Bryan C. Catanzaro, Narayanan Sundaram, Kurt Keutz...
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    KSEM
    2009
    Springer
    144views Theoretical Computer Science» more  KSEM 2009»
    A Competitive Learning Approach to Instance Selection for Support Vector Machines
    15 years 6 months ago
    A Competitive Learning Approach to Instance Selection for Support Vector Machines
    Download  www.know-center.tugraz.at
    Abstract. Support Vector Machines (SVM) have been applied successfully in a wide variety of fields in the last decade. The SVM problem is formulated as a convex objective function...
    Mario Zechner, Michael Granitzer
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    ICML
    2003
    IEEE
    157views Machine Learning» more  ICML 2003»
    Fast Query-Optimized Kernel Machine Classification Via Incremental Approximate Nearest Support Vectors
    16 years 16 days ago
    Fast Query-Optimized Kernel Machine Classification Via Incremental Approximate Nearest Support Vectors
    Download  www.aaai.org
    Dennis DeCoste, Dominic Mazzoni
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    ML
    2002
    ACM
    180views Machine Learning» more  ML 2002»
    Gene Selection for Cancer Classification using Support Vector Machines
    14 years 11 months ago
    Gene Selection for Cancer Classification using Support Vector Machines
    Download  www.kyb.tuebingen.mpg.de
    Isabelle Guyon, Jason Weston, Stephen Barnhill, Vl...
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