Reproducing kernel Hilbert space

Results: 84



#Item
71Hilbert space / Signal processing / Support vector machine / Linear classifier / Kernel principal component analysis / Kernel / Binary classification / Reproducing kernel Hilbert space / Positive-definite kernel / Statistics / Machine learning / Statistical classification

A Binary Classification Framework for Two-Stage Multiple Kernel Learning Abhishek Kumar [removed] Department of Computer Science, University of Maryland, College Park, MD 20742, USA

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:20:36
72Operator theory / Hilbert space / Linear algebra / Computational statistics / Neural networks / Reproducing kernel Hilbert space / Kernel / Positive-definite kernel / Linear map / Mathematics / Mathematical analysis / Algebra

Computer Science and Artificial Intelligence Laboratory Technical Report MIT-CSAIL-TR[removed]CBCL-276 November 26, 2008

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Source URL: dspace.mit.edu

Language: English - Date: 2009-05-18 18:59:46
73Signal processing / Linear algebra / Hilbert space / Kernel principal component analysis / Kernel / Reproducing kernel Hilbert space / Linux kernel / Bag of words model in computer vision / Multivariate kernel density estimation / Statistics / Mathematics / Algebra

Computer Science and Artificial Intelligence Laboratory Technical Report MIT-CSAIL-TR[removed]CBCL-290 July 30, 2010

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Source URL: cbcl.mit.edu

Language: English - Date: 2010-08-23 13:55:54
74Neural networks / Perceptron / Reproducing kernel Hilbert space

SIAM J. COMPUT. Vol. 37, No. 5, pp. 1342–1372 c 2008 Society for Industrial and Applied Mathematics 

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Source URL: research.microsoft.com

Language: English - Date: 2009-02-07 02:39:39
75Non-parametric statistics / Statistical classification / Support vector machine / Supervised learning / Feature selection / Kernel / Linux kernel / Cross-validation / Reproducing kernel Hilbert space / Statistics / Machine learning / Model selection

Supervised Feature Selection via Dependence Estimation Le Song

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:25:56
76Non-parametric statistics / Support vector machine / Normal distribution / Reproducing kernel Hilbert space / Kernel / Positive-definite kernel / Fourier analysis / Least squares support vector machine / Kernel density estimation / Statistics / Hilbert space / Statistical classification

Learning from Distributions via Support Measure Machines Krikamol Muandet

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Source URL: books.nips.cc

Language: English
77Functional analysis / Operator theory / Generalized functions / Fourier analysis / Reproducing kernel Hilbert space / Positive-definite kernel / Dirac delta function / Projection / Kernel / Mathematical analysis / Mathematics / Hilbert space

A Hilbert Space Embedding for Distributions Alex Smola1 , Arthur Gretton2 , Le Song1 , and Bernhard Sch¨olkopf2 1

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Source URL: eprints.pascal-network.org

Language: English - Date: 2008-02-22 02:13:44
78Positive-definite kernel / Reproducing kernel Hilbert space / Support vector machines / Learning / Mathematics / Hilbert space / Statistical classification / Operator theory

Regularized Least Squares and Support Vector Machines Lorenzo Rosasco

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Source URL: www.mit.edu

Language: English - Date: 2013-09-25 10:42:31
79Mathematical analysis / Mathematics / Support vector machine / Positive-definite kernel / Reproducing kernel Hilbert space / Lagrange multiplier / Statistics / Hilbert space / Statistical classification

Multicategory Support Vector Machines Yoonkyung Lee, Yi Lin, & Grace Wahba∗ Department of Statistics

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Source URL: www.interfacesymposia.org

Language: English - Date: 2003-03-06 17:50:18
80Positive-definite kernel / Reproducing kernel Hilbert space / Support vector machines / Learning / Mathematics / Hilbert space / Statistical classification / Operator theory

Regularized Least Squares and Support Vector Machines Lorenzo Rosasco

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Source URL: www.mit.edu

Language: English - Date: 2012-02-27 13:26:12
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