Positive-definite kernel

Results: 156



#Item
41Operator theory / Support vector machine / Machine learning / Protein secondary structure / Positive-definite kernel / Logistic regression / Statistics / Statistical classification / Regression analysis

Estimating the Class Posterior Probabilities in Protein Secondary Structure Prediction Yann Guermeur and Fabienne Thomarat LORIA – Equipe ABC Campus Scientifique, BPVandœuvre-l`es-Nancy Cedex, France

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Source URL: www.loria.fr

Language: English - Date: 2012-02-15 11:41:46
42Mathematical analysis / Statistical classification / Hilbert space / Linear algebra / Support vector machine / Reproducing kernel Hilbert space / Inner product space / Positive-definite kernel / Least squares support vector machine / Algebra / Operator theory / Mathematics

Radius-Margin Bound on the Leave-One-Out Error of the LLW-M-SVM Yann Guermeur1 , Emmanuel Monfrini2 1 2

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Source URL: www.loria.fr

Language: English - Date: 2010-10-15 14:03:31
43Linear algebra / Statistical classification / Hilbert space / Operator theory / Kernel trick / Kernel / Support vector machine / Vector space / Positive-definite kernel / Algebra / Mathematics / Statistics

Microsoft PowerPoint - KernelPrimer

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Source URL: www.jaist.ac.jp

Language: English - Date: 2006-07-06 05:50:12
44Multivariate statistics / Hilbert space / Kernel trick / Positive-definite kernel / Linear map / Projection / Normal distribution / Principal component analysis / Random variable / Statistics / Mathematical analysis / Mathematics

Compact Random Feature Maps Raffay Hamid eBay Research Laboratory

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Source URL: www.raffayhamid.com

Language: English - Date: 2014-05-12 17:50:54
45Operator theory / Hilbert space / Linear algebra / Signal processing / Positive-definite kernel / Reproducing kernel Hilbert space / Kernel trick / Fourier analysis / Kernel principal component analysis / Mathematics / Mathematical analysis / Algebra

Kernel methods in machine learning

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Source URL: arxiv.org

Language: English - Date: 2008-07-14 12:36:36
46Operator theory / Matrix theory / Hilbert space / Abstract algebra / Singular value decomposition / Positive-definite kernel / Projection / Matrix / Eigenvalues and eigenvectors / Algebra / Mathematics / Linear algebra

Kernel Extrapolation S.V.N. Vishwanathan a Karsten M. Borgwardt b,∗ Omri Guttman a Alex Smola a a Statistical Machine Learning Program, National ICT Australia,

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Source URL: www.stat.purdue.edu

Language: English - Date: 2008-09-11 13:00:23
47Mathematics / Search algorithms / Hilbert space / Physics / Error detection and correction / Hash function / Positive-definite kernel / Reproducing kernel Hilbert space / Bloom filter / Mathematical analysis / Hashing / Operator theory

Journal of Machine Learning Research2637 Submitted 2/09; Revised 8/09; PublishedHash Kernels for Structured Data Qinfeng Shi

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Source URL: www.stat.purdue.edu

Language: English - Date: 2010-02-05 11:00:50
48Linear algebra / Dynamical system / Systems / Systems theory / Hilbert space / Positive-definite kernel / Vector space / Algebra / Mathematics / Operator theory

Hilbert Space Embeddings and Dynamical Systems S.V.N. Vishwanathan National ICT Australia, Australian National University

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Source URL: www.stat.purdue.edu

Language: English - Date: 2009-08-21 20:38:58
49Kernel / Dynamical system / Linux kernel / Mathematics / Positive-definite kernel / Hilbert space / Operator theory / Physics / Software

Kernels for Dynamic Textures S.V.N. Vishwanathan http://web.anu.edu.au/~vishy National ICT Australia and

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Source URL: www.stat.purdue.edu

Language: English - Date: 2009-08-21 20:38:51
50Multivariate statistics / Linear algebra / Abstract algebra / Statistical classification / Singular value decomposition / Kernel principal component analysis / Principal component analysis / Kernel methods / Positive-definite kernel / Algebra / Statistics / Mathematics

Journal of Machine Learning Research1908 Submitted 4/07; Revised 4/08; Published 8/08 On Relevant Dimensions in Kernel Feature Spaces Mikio L. Braun

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Source URL: www.jmlr.org

Language: English - Date: 2008-08-28 16:06:47
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