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Reproducing kernel Hilbert space
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#	Item
11	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: select.cs.cmu.edu Language: English - Date: 2010-05-06 01:28:07 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
12	Nonparametric Tree Graphical Models via Kernel Embeddings 1 Le Song,1 Arthur Gretton,1,2 Carlos Guestrin1 School of Computer Science, Carnegie Mellon University; 2 MPI for Biological Cybernetics Add to Reading List Source URL: select.cs.cmu.edu Language: English - Date: 2010-04-01 17:58:33 Mathematics Mathematical analysis Hilbert space Topology Probability theory Model theory Graphical models Reproducing kernel Hilbert space Positive-definite kernel Embedding Belief propagation Kalman filter
13	Discussion on Brownian distance covariance by G. J. Szekely and M. L. Rizzo Add to Reading List Source URL: select.cs.cmu.edu Language: English - Date: 2010-05-06 01:28:07 Covariance and correlation Multivariate statistics Probability theory Hilbert space Independence Positive-definite kernel Distance correlation Reproducing kernel Hilbert space Covariance Characteristic function Kernel Multivariate random variable
14	GAUSSIAN FIELDS Notes for Lectures Ofer Zeitouni Department of Mathematics Weizmann Institute, Rehovot 76100, Israel and Add to Reading List Source URL: www.wisdom.weizmann.ac.il Language: English Stochastic processes Algebra of random variables Hilbert space Estimation theory KarhunenLove theorem Signal processing Gaussian free field Multivariate random variable Reproducing kernel Hilbert space Covariance Normal distribution Gaussian function
15	Gaussian Processes and Kernel Methods (G8325) Fall 2015 https://courseworks.columbia.edu John P. Cunningham Add to Reading List Source URL: stat.columbia.edu Language: English - Date: 2015-11-15 17:46:49 Machine learning Geostatistics Nonparametric statistics Gaussian process Bayesian optimization Kernel method Kernel Pattern recognition Supervised learning Kriging Nonparametric regression Reproducing kernel Hilbert space
16	A reproducing kernel Hilbert space approach to functional linear regression Add to Reading List Source URL: pages.stat.wisc.edu Language: English - Date: 2013-01-03 18:16:41
17	Radius-Margin Bound on the Leave-One-Out Error of the LLW-M-SVM Yann Guermeur LORIA-CNRS Campus Scientifique, BPVandœuvre-l`es-Nancy cedex, France Add to Reading List Source URL: www.loria.fr Language: English - Date: 2009-02-12 12:18:50 Operator theory Hilbert space Statistical classification Linear algebra Support vector machine Reproducing kernel Hilbert space Function Convex function Positive-definite kernel Mathematics Mathematical analysis Statistics
18	Radius-Margin Bound on the Leave-One-Out Error of the LLW-M-SVM Yann Guermeur1 , Emmanuel Monfrini2 1 2 Add to Reading List Source URL: www.loria.fr Language: English - Date: 2010-10-15 14:03:31 Mathematical 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
19	Model Selection for Multi-class SVMs Yann Guermeur1 , Myriam Maumy2 , and Fr´ed´eric Sur1 1 2 Add to Reading List Source URL: conferences.telecom-bretagne.eu Language: English - Date: 2005-05-10 06:36:00 Support vector machine Valuation Reproducing kernel Hilbert space Normal distribution VC dimension Statistics Statistical classification Abstract algebra
20	Kernel methods in machine learning Add to Reading List Source URL: arxiv.org Language: English - Date: 2008-07-14 12:36:36 Operator 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

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