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Stochastic optimization / Statistical classification / Perceptron / Support vector machine / Stochastic gradient descent / Stability / Stochastic approximation / Gradient descent / Kernel trick / Machine learning / Statistics / Numerical analysis


Document Date: 2008-09-11 13:00:50

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File Size: 681,46 KB

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City

Milano / /

Company

Weston / Smola Multiclass Classification / SMD Algorithm SMD / /

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Facility

Australian National University / /

IndustryTerm

simplest online learning algorithms / conventional gradient descent algorithms / online update / online learning problem / optimization algorithm / inner product / online optimization method / gradient-based step size adaptation algorithms / inner products / Online learning / kernel-based online methods / online multiclass classification / maximum margin solution / large-margin algorithms / online manner / online algorithm / online-to-batch conversion procedure / Online Kernel Methods The Perceptron algorithm / online update algorithm / online learning algorithm / online algorithms / margin-based online learning algorithm / online kernel methods / online variants / delta-delta algorithm / twice-differentiable nonlinear systems / recent algorithms / non-convex systems / /

Organization

Australia Research School of Information Sciences and Engineering / SVM QP / Australian National University / /

Person

Almeida / Silva / Nicol N. Schraudolph / Alex J. Smola / V. N. Vishwanathan / /

Position

Editor / Singer / /

PublishedMedium

Journal of Machine Learning Research / /

Technology

online update algorithm / Perceptron-inspired algorithms / conventional gradient descent algorithms / online algorithm / large-margin algorithms / online SVM algorithm / few Percpetron-derived online algorithms / following online learning algorithm / KA algorithm / Online Kernel Methods The Perceptron algorithm / Voted-Perceptron algorithm / simplest online learning algorithms / gradient-based step size adaptation algorithms / fluid dynamics / Machine Learning / delta-delta algorithm / Perceptron algorithm / margin-based online learning algorithm / optimization algorithm / /

URL

http /

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