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Algebra of random variables / Operator theory / Multivariate statistics / Fourier analysis / Linear algebra / Multivariate random variable / Positive-definite kernel / Kernel trick / Gaussian function / Mathematical analysis / Mathematics / Statistics


Random Features for Large-Scale Kernel Machines Ali Rahimi and Ben Recht Abstract To accelerate the training of kernel machines, we propose to map the input data
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Document Date: 2009-09-01 15:30:02


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City

Wiley-Interscience / /

Company

Neural Information Processing Systems / /

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pence / /

Facility

Wiley Classics Library / /

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economical tool / regression algorithms / linear learning algorithm / computing / inner product / linear learning algorithms / linear machine learning algorithms / semi-supervised and unsupervised learning algorithms / inner products / ball algorithm / monte-carlo algorithms / learning algorithms / /

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δpm / Prime Minister / /

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New York / /

PublishedMedium

Journal of Machine Learning Research / /

Technology

semi-supervised and unsupervised learning algorithms / linear machine learning algorithms / Data Mining / The algorithm / training algorithms / linear learning algorithms / Machine Learning / linear learning algorithm / minimumenclosing ball algorithm / monte-carlo algorithms / regression algorithms / /

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