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Reproducing kernel Hilbert space
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1	JMLR: Workshop and Conference Proceedings vol 40:1–29, 2015 On the Complexity of Learning with Kernels Nicol`o Cesa-Bianchi NICOLO . CESA - BIANCHI @ UNIMI . IT Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-07-20 20:08:35 Algebra Mathematics Numerical linear algebra Linear algebra Functional analysis Statistical classification Dimension reduction Kernel Support vector machine Matrix Low-rank approximation Reproducing kernel Hilbert space
2	Journal of Machine Learning Research1561 Submitted 8/09; Revised 3/10; Published 4/10 Hilbert Space Embeddings and Metrics on Probability Measures Bharath K. Sriperumbudur Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:27 Mathematical analysis Mathematics Analysis Hilbert space Fourier analysis Generalized functions Functional analysis Operator theory Reproducing kernel Hilbert space Positive-definite kernel Dirac delta function Convolution
3	CURRICULUM VITAE DMITRY KHAVINSON Date of Birth: January 8, 1956 Citizenship: Citizen of U.S.A Department of Mathematics and Statistics University of South Florida Add to Reading List Source URL: www.math.usf.edu Language: English - Date: 2016-05-31 12:10:38 Mathematical analysis Mathematics Complex analysis Mathematical series Peter Duren Harmonic function Approximation theory Pi Reproducing kernel Hilbert space Potential theory Steven G. Krantz Julius Borcea
4	Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions Bharath K. Sriperumbudur Department of ECE UC San Diego, La Jolla, USA Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:28 Hilbert space Fourier analysis Operator theory Probability theory Probability distributions Reproducing kernel Hilbert space Positive-definite kernel Fourier transform Normal distribution Dirac delta function Characteristic function Kernel
5	On the relation between universality, characteristic kernels and RKHS embedding of measures Bharath K. Sriperumbudur Dept. of ECE, UC San Diego La Jolla, USA. Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:24 Category theory Functions and mappings Hilbert space Operator theory Functional analysis Reproducing kernel Hilbert space Kernel Embedding HahnBanach theorem Distribution Banach space Compact operator
6	Learning in Hilbert vs. Banach Spaces: A Measure Embedding Viewpoint Bharath K. Sriperumbudur Gatsby Unit University College London Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:24 Operator theory Hilbert space Banach spaces Function spaces Fourier analysis Reproducing kernel Hilbert space Positive-definite kernel Reflexive space Distribution HahnBanach theorem Embedding Sobolev space
7	Decentralized Detection and Classification using Kernel Methods XuanLong Nguyen Computer Science Division University of California, Berkeley Add to Reading List Source URL: dept.stat.lsa.umich.edu Language: English - Date: 2004-05-13 12:59:32 Hilbert space Statistical classification Operator theory Positive-definite kernel Machine learning Support vector machine Reproducing kernel Hilbert space Learning Statistics Analysis Multiple kernel learning Kernel embedding of distributions
8	Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions Bharath K. Sriperumbudur Department of ECE UC San Diego, La Jolla, USA Add to Reading List Source URL: select.cs.cmu.edu Language: English - Date: 2009-11-08 23:50:48 Hilbert space Fourier analysis Operator theory Probability theory Probability distributions Reproducing kernel Hilbert space Positive-definite kernel Fourier transform Normal distribution Dirac delta function Characteristic function Kernel
9	Feature space Basics of reproducing kernel Hilbert spaces Kernel Ridge Regression Lecture 1: Introduction to RKHS MLSS Tübingen, 2015 Add to Reading List Source URL: mlss.tuebingen.mpg.de Language: English - Date: 2015-07-24 09:41:30
10	Feature space Basics of reproducing kernel Hilbert spaces Kernel Ridge Regression Lecture 1: Introduction to RKHS MLSS Tübingen, 2015 Add to Reading List Source URL: www.gatsby.ucl.ac.uk Language: English - Date: 2015-07-22 19:18:50

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