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0 Large Linear Classification When Data Cannot Fit In Memory Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang and Chih-Jen Lin, Department of Computer Science, National Taiwan University Recent advances in linear classificati
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Document Date: 2011-11-04 17:52:46


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New York / /

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ACM Inc. / /

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Taiwan / United States / /

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Penn Plaza / University Recent / National Taiwan University / /

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online/stochastic gradient methods / well-developed online learning package / large Internet / approximate solution / online learning algorithms / batch training algorithms / optimization software / online setting / linear systems / /

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PEGASOS / /

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Department of Computer Science / National Science Council of Taiwan / National Taiwan University / /

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Kai-Wei Chang / Chih-Jen Lin / Cho-Jui Hsieh / /

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Singer / design and evaluation General / /

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New York / /

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7 Algorithm / parallelizing batch training algorithms / 9 ALGORITHM / machine learning / random access / operating system / online learning algorithms / /

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