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134
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ICML
2007
IEEE
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Machine Learning
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ICML 2007
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Pegasos: Primal Estimated sub-GrAdient SOlver for SVM
16 years 3 months ago
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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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