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    ICML
    2007
    IEEE
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    Pegasos: Primal Estimated sub-GrAdient SOlver for SVM
    14 years 5 months ago
    Pegasos: Primal Estimated sub-GrAdient SOlver for SVM
    Download  ttic.uchicago.edu
    We describe and analyze a simple and effective iterative algorithm for solving the optimization problem cast by Support Vector Machines (SVM). Our method alternates between stocha...
    Shai Shalev-Shwartz, Yoram Singer, Nathan Srebro
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