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Kernel principal component analysis
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21	Learning Kernel Expansions for Image Classification Fernando De la Torre Oriol Vinyals Robotics Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213. Add to Reading List Source URL: www1.icsi.berkeley.edu Language: English - Date: 2007-12-16 12:24:53 Statistical classification Linear algebra Support vector machine Kernel methods Multivariate statistics Supervised learning Principal component analysis Vector space Rank Statistics Algebra Machine learning
22	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
23	egu_logo_without_circle_grey Add to Reading List Source URL: www.nonlin-processes-geophys-discuss.net Language: English - Date: 2015-05-08 05:53:07 Algebra Singular value decomposition Physical oceanography Dimension reduction Atlantic Ocean Principal component analysis Isomap Kernel principal component analysis Nonlinear dimensionality reduction Statistics Atmospheric sciences Multivariate statistics
24	Multivariate Online Anomaly Detection Using Kernel Recursive Least Squares Tarem Ahmed and Mark Coates Anukool Lakhina Add to Reading List Source URL: www.tsp.ece.mcgill.ca Language: English - Date: 2007-02-19 11:48:18 Linear algebra Multivariate statistics Singular value decomposition Abstract algebra Kernel principal component analysis Signal processing Principal component analysis Vector space Anomaly detection Algebra Statistics Mathematics
25	Joint Statistics Seminar The Hong Kong University of Science and Technology Principal Component Analysis: Regularization, Supervision, Application, Asymptotics by Add to Reading List Source URL: www.bm.ust.hk Language: English - Date: 2014-11-11 22:31:22 Sparse PCA Dimension reduction Kernel principal component analysis Statistics Multivariate statistics Principal component analysis
26	Nonlinear Latent Variable Models for Video Sequences Ali Rahimi CSAIL Mass. Inst. Technology Add to Reading List Source URL: www.cba.mit.edu Language: English - Date: 2011-12-13 18:32:02 Multivariate statistics Linear algebra Signal processing Abstract algebra Functions and mappings Nonlinear dimensionality reduction Kalman filter Expectation–maximization algorithm Kernel principal component analysis Statistics Mathematics Algebra
27	Package ‘UPMASK’ February 19, 2015 Type Package Title Unsupervised Photometric Membership Assignment in Stellar Clusters Version 1.0 Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2015-02-19 16:49:45 Multivariate statistics Machine learning Geostatistics Kernel density estimation Cluster analysis Density estimation Principal component analysis Data type Defaults Statistics Non-parametric statistics Data analysis
28	Journal of Machine Learning ResearchSubmitted 11/06; Published –/– Fast Iterative Kernel Principal Component Analysis Simon G¨ Add to Reading List Source URL: www.stat.purdue.edu Language: English - Date: 2008-09-11 13:00:40 Singular value decomposition Multivariate statistics Abstract algebra Generalized Hebbian Algorithm Principal component analysis Eigenvalues and eigenvectors Kernel principal component analysis Matrix Projection Algebra Linear algebra Mathematics
29	Lanczos Approximations for the Speedup of Kernel Partial Least Squares Regression Nicole Kr¨ amer Machine Learning Group Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2009-04-18 18:18:09 Linear algebra Regression analysis Numerical linear algebra Singular value decomposition Operator theory Lanczos algorithm Eigenvalues and eigenvectors Partial least squares regression Principal component analysis Algebra Statistics Mathematics
30	Journal of Machine Learning Research1908 Submitted 4/07; Revised 4/08; Published 8/08 On Relevant Dimensions in Kernel Feature Spaces Mikio L. Braun Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2008-08-28 16:06:47 Multivariate statistics Linear algebra Abstract algebra Statistical classification Singular value decomposition Kernel principal component analysis Principal component analysis Kernel methods Positive-definite kernel Algebra Statistics Mathematics

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