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Statistical classification / Support vector machine / Vector space / Sequential minimal optimization / Non-negative matrix factorization / Algebra / Mathematics / Linear algebra


Multiplicative updates for nonnegative quadratic programming in support vector machines Fei Sha1 , Lawrence K. Saul1 , and Daniel D. Lee2 1 Department of Computer and Information Science
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Document Date: 2011-08-01 12:49:01


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Philadelphia / Dempster / Cambridge / Wiley / /

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Information Processing Systems / Neural Networks / MIT Press / /

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Facility

System Engineering University of Pennsylvania / /

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kernel dot products / analytical solution / iterative algorithm / iterative solutions / approximate maximal margin classification algorithm / iterative solution / iterative algorithms / kernel dot product / learning algorithm / learning algorithms / /

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Department of Computer and Information Science / Department of Electrical / University of Pennsylvania / MIT / /

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Pentax K-x Digital Camera / /

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New Mexico / Pennsylvania / New York / Massachusetts / /

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Journal of Machine Learning Research / /

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learning algorithm / approximate maximal margin classification algorithm / Data Mining / machine learning / EM algorithm / /

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