Positive-definite kernel

Results: 156



#Item
121Statistical classification / Perceptron / Support vector machine / Sequential minimal optimization / Margin classifier / Pattern recognition / Vector space / Mathematical optimization / Positive-definite kernel / Machine learning / Statistics / Algebra

Solving MultiClass Support Vector Machines with LaRank Antoine Bordes†∗ [removed] L´ eon Bottou†

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:23:57
122Statistical classification / Support vector machine / Linear classifier / Least squares support vector machine / Linear discriminant analysis / Sequential minimal optimization / Kernel / Positive-definite kernel / Reproducing kernel Hilbert space / Statistics / Algebra / Mathematics

A Fast Iterative Algorithm for Fisher Discriminant using Heterogeneous Kernels Glenn Fung [removed] Murat Dundar

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:20:05
123Multivariate statistics / Geostatistics / Operations research / Linear algebra / Matrix theory / Support vector machine / Cluster analysis / Matrix / Positive-definite kernel / Statistics / Algebra / Mathematics

Learning Nonparametric Kernel Matrices from Pairwise Constraints Steven C. H. Hoi† [removed] Rong Jin‡ [removed]

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:23:58
124Statistical classification / Linear algebra / Operator theory / Gaussian function / Functional analysis / Kernel / String kernel / Positive-definite kernel / Linux kernel / Mathematics / Algebra / Statistics

Weighted Decomposition Kernels Sauro Menchetti menchett@dsi· unifi· it Fabrizio Costa costa@dsi· unifi· it

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:15:13
125Linear algebra / Hilbert space / Function / Support vector machine / Positive-definite kernel / Sheaf / Logarithm / Vector space / Orbifold / Mathematics / Algebra / Operator theory

A Theory of Learning with Similarity Functions⋆ Maria-Florina Balcan1 , Avrim Blum1 , and Nathan Srebro2 1 Computer Science Department, Carnegie Mellon University {ninamf,avrim}@cs.cmu.edu

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Source URL: www.cs.cmu.edu

Language: English - Date: 2009-07-13 19:45:43
126Linear algebra / Multivariate statistics / Functional analysis / Signal processing / Kernel principal component analysis / Principal component analysis / Positive-definite kernel / Orthonormal basis / Inner product space / Algebra / Mathematics / Statistics

Microsoft PowerPoint - Martin_ApproxKPCA.ppt

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Source URL: www.sandia.gov

Language: English - Date: 2013-12-09 16:27:30
127Finite state transducer / Support vector machine / String kernel / Kernel / Mehryar Mohri / Gaussian function / Speech recognition / Positive-definite kernel / Margin classifier / Statistics / Statistical classification / Mathematics

Springer Handbook on Speech Processing and Speech Communication 1 A MACHINE LEARNING FRAMEWORK FOR SPOKEN-DIALOG CLASSIFICATION

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Source URL: www.cs.nyu.edu

Language: English - Date: 2009-11-02 10:14:26
128Support vector machine / Rank / Kernel / Projection / Low-rank approximation / Eigendecomposition of a matrix / Positive-definite kernel / Matrix / Eigenvalues and eigenvectors / Algebra / Mathematics / Linear algebra

Inductive Kernel Low-rank Decomposition with Priors: A Generalized Nystr¨ om Method Kai Zhang Siemens Corporate Research and Technology, Princeton, NJ

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:19:56
129Hilbert space / Covariance and correlation / Statistical dependence / Kernel trick / Generalized additive model / Correlation and dependence / Linear regression / Reproducing kernel Hilbert space / Positive-definite kernel / Statistics / Regression analysis / Econometrics

Sparse Additive Functional and Kernel CCA

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:20:08
130Hilbert 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
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