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Positive-definite kernel
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131	PDF Document Add to Reading List Source URL: www.math.harvard.edu Language: English - Date: 2011-10-17 19:41:31 Operator theory Normed spaces Inner product space Hilbert space Norm Vector space Continuous function Positive-definite kernel Algebra Mathematics Linear algebra
132	PDF Document Add to Reading List Source URL: www3.imperial.ac.uk Language: English Non-parametric statistics Data analysis Statistical theory Normal distribution Kernel density estimation Variance Positive-definite kernel Consistent estimator Kalman filter Statistics Statistical inference Estimation theory
133	Computer Science and Artificial Intelligence Laboratory Technical Report MIT-CSAIL-TR[removed]CBCL-276 November 26, 2008 Add to Reading List Source URL: dspace.mit.edu Language: English - Date: 2009-05-18 18:59:46 Operator theory Hilbert space Linear algebra Computational statistics Neural networks Reproducing kernel Hilbert space Kernel Positive-definite kernel Linear map Mathematics Mathematical analysis Algebra
134	Machine Learning, 46, 131–159, 2002 c 2002 Kluwer Academic Publishers. Manufactured in The Netherlands. Choosing Multiple Parameters for Support Vector Machines Add to Reading List Source URL: www.chapelle.cc Language: English - Date: 2008-06-18 09:00:00 Statistical classification Machine learning Support vector machine Cross-validation Regression analysis Vector space Positive-definite kernel Supervised learning Degrees of freedom Statistics Algebra Mathematics
135	A Large Scale Clustering Scheme for Kernel K-Means Rong Zhang and Alexander I. Rudnicky School of Computer Science, Carnegie Mellon University 5000 Forbes Avenue, Pittsburgh, PA 15213, USA {rongz,[removed]} Abstract Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2002-10-11 13:49:41 Multivariate statistics Hilbert space K-means clustering Positive-definite kernel Linear map Cluster analysis K-nearest neighbor algorithm Sheaf Kernel Statistics Mathematics Machine learning
136	On a Theory of Learning with Similarity Functions Maria-Florina Balcan NINAMF @ CS . CMU . EDU Avrim Blum AVRIM @ CS . CMU . EDU Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-10-25 14:36:01 Support vector machine Function Perceptron Sheaf Positive-definite kernel Kernel Mathematics Exponentials Gaussian function
137	A Theory of Learning with Similarity Functions⋆ Maria-Florina Balcan1 , Avrim Blum1 , and Nathan Srebro2 1 Computer Science Department, Carnegie Mellon University {ninamf,avrim}@cs.cmu.edu Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-08-01 19:46:50 Linear algebra Hilbert space Function Support vector machine Positive-definite kernel Sheaf Logarithm Vector space Orbifold Mathematics Algebra Operator theory
138	On a Theory of Learning with Similarity Functions Maria-Florina Balcan Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2009-07-13 19:45:46 Support vector machine Function Perceptron Sheaf Positive-definite kernel Kernel Mathematics Exponentials Gaussian function
139	A Theory of Learning with Similarity Functions⋆ Maria-Florina Balcan1 , Avrim Blum1 , and Nathan Srebro2 1 Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2009-07-13 19:45:43 Linear algebra Hilbert space Function Support vector machine Positive-definite kernel Sheaf Logarithm Vector space Orbifold Mathematics Algebra Operator theory
140	The improved fast Gauss transform with applications to machine learning Vikas C. Raykar and Ramani Duraiswami University of Maryland, CollegePark {vikas,ramani}@cs.umd.edu Add to Reading List Source URL: www.umiacs.umd.edu Language: English - Date: 2005-12-15 12:21:38 Gaussian function Non-parametric statistics Multivariate statistics Signal processing Statistical classification Kernel principal component analysis Kernel density estimation Positive-definite kernel Gaussian process Statistics Machine learning Mathematics

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