Positive-definite kernel

Results: 156



#Item
71Mathematical analysis / Operator theory / Positive-definite kernel / Summation / Entropy / Mathematics / Hilbert space / Information theory

Covering Numbers for Support Vector Machines Ying Guo Peter L. Bartlett John Shawe-Taylor Robert C. Williamson

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2005-03-22 05:31:54
72Integral transform / Positive-definite kernel / Reproducing kernel Hilbert space / Machine learning / Kernel adaptive filter / Statistics / Hilbert space / Kernel

Output Kernel Learning Methods Francesco Dinuzzo MPI for Intelligent Systems T¨ ubingen, Germany [removed]

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Source URL: www.ong-home.my

Language: English - Date: 2014-01-23 00:18:38
73Operator theory / Hilbert space / Statistical classification / Kernel / Eigenvalues and eigenvectors / Positive-definite kernel / Inner product space / Entropy / Support vector machine / Algebra / Mathematics / Linear algebra

IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 48, NO. 1, JANUARY[removed]Covering Numbers for Support Vector Machines Ying Guo, Student Member, IEEE, Peter L. Bartlett, Member, IEEE, John Shawe-Taylor, Member, IEEE, an

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2002-01-24 23:58:21
74Operator theory / Hilbert space / Linear algebra / Fourier analysis / Reproducing kernel Hilbert space / Positive-definite kernel / Kernel / Support vector machine / Multiplier / Algebra / Mathematics / Mathematical analysis

Superkernels Cheng Soon Ong, Alexander J. Smola, Robert C. Williamson Research School of Information Sciences and Engineering The Australian National University Canberra, 0200 ACT, Australia

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Language: English - Date: 2002-07-04 23:13:03
75Operator theory / Hilbert space / Abstract algebra / Quantum mechanics / Reproducing kernel Hilbert space / Positive-definite kernel / Kernel / Indefinite inner product space / Inner product space / Algebra / Mathematics / Linear algebra

Learning with Non-Positive Kernels Cheng Soon Ong [removed] Computer Sciences Laboratory, RSISE, Australian National University, 0200 ACT, Australia Xavier Mary

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Source URL: www.ong-home.my

Language: English - Date: 2013-12-12 02:50:01
76Algebra / Hilbert space / Linear algebra / Information theory / Entropy / Randomness / Positive-definite kernel / Reproducing kernel Hilbert space / Cauchy–Schwarz inequality / Mathematical analysis / Mathematics / Operator theory

Entropy Numbers, Operators and Support Vector Kernels? olkopf2 Robert C. Williamson1 , Alex J. Smola2 , and Bernhard Sch¨ 1

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Language: English - Date: 2005-03-22 08:29:10
77Statistical classification / Mathematical analysis / Operator theory / Support vector machine / Positive-definite kernel / Reproducing kernel Hilbert space / Linear map / Symbol / Differences between codices Sinaiticus and Vaticanus / Hilbert space / Algebra / Mathematics

Machine Learning using Hyperkernels Cheng Soon Ong [removed] Alexander J. Smola [removed]

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Language: English - Date: 2013-12-12 02:50:01
78Supervised learning / Kernel / Learning / Artificial intelligence / Reproducing kernel Hilbert space / Positive-definite kernel / Signal processing / Multivariate statistics / Kernel adaptive filter / Hilbert space / Statistics / Machine learning

Chapter 1 Output Kernel Learning Methods Francesco Dinuzzo IBM Research, Dublin, Ireland [removed] Cheng Soon Ong

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Source URL: www.ong-home.my

Language: English - Date: 2014-08-10 21:38:46
79Statistical classification / Operator theory / Machine learning / Support vector machines / Projection / Positive-definite kernel / Normal distribution / Function / Statistics / Mathematical analysis / Mathematics

1 Training and Approximation of a Primal Multiclass Support Vector Machine Alexander Zien1,2 and Fabio De Bona1 and Cheng Soon Ong1,2

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Language: English - Date: 2013-12-12 02:50:01
80Operator theory / Abstract algebra / Hilbert space / Functional analysis / Kernel / Entropy / Positive-definite kernel / Support vector machine / Reproducing kernel Hilbert space / Algebra / Mathematics / Linear algebra

2516 IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 47, NO. 6, SEPTEMBER 2001 Generalization Performance of Regularization Networks and Support Vector Machines Via

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2001-11-06 20:15:27
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