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City A KERNEL / Moutain View / / Company Weston / Google Inc. / / Country Israel / / / Facility Amphitheatre Parkway / The Hebrew University / / IndustryTerm online hypothesis / online update / online classification / Online classification algorithms / online kernel machine / online round scales / mobile telephone / kernel-based online classification algorithms / inner product / symmetric positive semidefinite kernel operator / online equivalent / Online learning / kernel-based online methods / online kernel-based classifier / online classification tasks / dot product / rst online algorithm / online algorithm / online kernel-based modification / randomized online classification algorithm / online algorithms / online prediction algorithm / online round / Online kernel methods / basic algorithm / online classifier / kernel-based online algorithms / online-learning setting / / Organization Hebrew University / Jerusalem / HK / Society for Industrial / School of Computer Science and Engineering / / Person OFER DEKEL / / / Position singer / AND Y. SINGER / example rt / rt / αrt / entirely removing example rt / / Product Lemma 1 / / ProvinceOrState California / / Technology online algorithm / kernel-based online algorithms / rst online algorithm / randomized algorithm / online prediction algorithm / Forgetron algorithm / basic Forgetron algorithm / kernel-based online classification algorithms / randomized online classification algorithm / interesting algorithm / Forgetron algorithms / Perceptron algorithm / kernel-based algorithm / basic algorithm / Online classification algorithms / / URL http /
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SIAM J. COMPUT. Vol. 37, No. 5, pp. 1342–1372 c 2008 Society for Industrial and Applied Mathematics