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Low-rank approximation
Results: 47

#	Item
41	Generalized Low Rank Approximations of Matrices Jieping Ye [removed] Department of Computer Science, University of Minnesota, Minneapolis, MN 55455, USA Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:20:29 Numerical linear algebra Singular value decomposition Matrix theory Functional analysis Matrix Rank Low-rank approximation Singular value Two-dimensional singular value decomposition Algebra Linear algebra Mathematics
42	GoDec: Randomized Low-rank & Sparse Matrix Decomposition in Noisy Case Tianyi Zhou TIANYI . ZHOU @ STUDENT. UTS . EDU . AU Dacheng Tao DACHENG . TAO @ UTS . EDU . AU Add to Reading List Source URL: www.icml-2011.org Language: English - Date: 2011-06-01 14:49:35 Numerical linear algebra Singular value decomposition Matrix theory Operator theory Principal component analysis Low-rank approximation Rank Matrix QR decomposition Algebra Linear algebra Mathematics
43	Accepted by Journal of Multivariate Analysis Sparse Principal Component Analysis via Regularized Low Rank Matrix Approximation Haipeng Shen∗and Jianhua Z. Huang† June 7, 2007 Add to Reading List Source URL: www.stat.tamu.edu Language: English - Date: 2007-08-08 12:13:02 Multivariate statistics Data analysis Singular value decomposition Matrix theory Principal component analysis Eigenvalues and eigenvectors Covariance matrix Variance Matrix Algebra Statistics Linear algebra
44	Inductive Kernel Low-rank Decomposition with Priors: A Generalized Nystr¨ om Method Kai Zhang Siemens Corporate Research and Technology, Princeton, NJ Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:19:56 Support vector machine Rank Kernel Projection Low-rank approximation Eigendecomposition of a matrix Positive-definite kernel Matrix Eigenvalues and eigenvectors Algebra Mathematics Linear algebra
45	Dynamic Connectivity Factorization: Interpretable decompositions of non-stationarity Aapo Hyv¨arinen∗† , Junichiro Hirayama† , and Motoaki Kawanabe† Add to Reading List Source URL: www.cs.helsinki.fi Language: English - Date: 2014-05-02 07:49:11 Abstract algebra Singular value decomposition Multivariate statistics Matrix theory Principal component analysis Eigenvalues and eigenvectors Matrix Connectivity Low-rank approximation Algebra Mathematics Linear algebra
46	A survey of model reduction methods for large-scale systems∗† A.C. Antoulas‡, D.C. Sorensen§, and S. Gugercin‡ e-mail: Add to Reading List Source URL: www.math.vt.edu Language: English - Date: 2006-10-27 15:48:20 Numerical linear algebra Singular value decomposition Low-rank approximation Principal component analysis Lanczos algorithm Hankel singular value Singular value Rank Krylov subspace Algebra Linear algebra Mathematics
47	PDF Document Add to Reading List Source URL: eprints.ecs.soton.ac.uk Language: English Mathematical optimization Econometrics Numerical linear algebra Total least squares Low-rank approximation Linear regression Singular value decomposition Matrix Residual sum of squares Statistics Regression analysis Least squares

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