Reproducing kernel Hilbert space

Results: 84



#Item
41Functional analysis / Linear algebra / Abstract algebra / Operator theory / Functions and mappings / Operator / Linear map / Vector space / Reproducing kernel Hilbert space / Algebra / Mathematics / Mathematical analysis

Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space Yee Whye Teh Wee Sun Lee Xinhua Zhang

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

Language: English - Date: 2013-12-25 09:11:35
42Algebra / 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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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2005-03-22 08:29:10
43Statistical 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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Source URL: www.ong-home.my

Language: English - Date: 2013-12-12 02:50:01
44Supervised 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
45Operator 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
46Reproducing kernel Hilbert space / Mathematical optimization / Applied mathematics / Algorithm / Regularization / Statistics / Kernel adaptive filter / Mathematics / Operations research / Kernel

Kernels: Regularization and Optimization Cheng Soon Ong A thesis submitted for the degree of

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Source URL: www.ong-home.my

Language: English - Date: 2013-12-12 02:50:01
47Hilbert space / Operator theory / Reproducing kernel Hilbert space / Statistical classification / Positive-definite kernel / Kernel trick / Kernel / Support vector machine / Integral transform / Algebra / Mathematics / Linear algebra

Journal of Machine Learning Research[removed]xxxx Submitted xx/xx; Published xx/xx Learning the Kernel with Hyperkernels Cheng Soon Ong

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

Language: English - Date: 2003-06-01 22:09:54
48Mathematical analysis / Machine learning / Regularization / Kernel / Reproducing kernel Hilbert space / Mathematics / Quantum field theory / Summability methods / Physics

R EGULARIZATION WITH M ULTIPLE K ERNELS Francesca Odone and Lorenzo Rosasco RegML 2014 Regularization Methods for High Dimensional Learning

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Source URL: lcsl.mit.edu

Language: English - Date: 2014-07-02 13:40:18
49Year of birth missing / Learning / Machine learning / Reproducing kernel Hilbert space / Kernel methods / CBCL / Artificial intelligence / Neuroscience / Tomaso Poggio

A2 poster_Tomaso Poggio v3

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Source URL: www6.cityu.edu.hk

Language: English - Date: 2009-11-15 22:15:39
50Hilbert space / Linear algebra / Operator theory / Sigma-algebra / Measure / Lebesgue measure / Radon–Nikodym theorem / Abelian von Neumann algebra / Mathematical analysis / Mathematics / Measure theory

Weighted L2 B Discrepancy and Approximation of Integrals over Reproducing Kernel Hilbert Spaces Michael Gnewuch Department of Computer Science, Columbia University, 1214 Amsterdam Avenue, MC 0401, New York, 10027 NY, USA

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Source URL: drops.dagstuhl.de

Language: English - Date: 2009-12-01 06:16:53
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