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Singular value decomposition
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71	FallODE (Math 376) Week 1: Introduction, syllabus. Linear 1st order ODEs. Add to Reading List Source URL: userwww.sfsu.edu Language: English - Date: 2008-12-09 22:13:51 Linear algebra Matrix theory Ordinary differential equations Eigenvalues and eigenvectors Singular value decomposition Wronskian
72	Specral Graph Theory and its Applications September 7, 2004 Lecture 2 Lecturer: Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2005-06-30 12:02:44 Matrix theory Algebraic graph theory Eigenvalues and eigenvectors Linear algebra Singular value decomposition Expander graph Laplacian matrix
73	Matrix Computations and Optimization in Apache Spark ∗ Reza Bosagh Zadeh Xiangrui Meng Add to Reading List Source URL: matroid.com Language: English - Date: 2016-08-06 03:04:23 Numerical linear algebra Apache Spark Matrix Basic Linear Algebra Subprograms Singular value decomposition Lanczos algorithm Rank ARPACK LAPACK Linear algebra Sparse matrix QR decomposition
74	CS168: The Modern Algorithmic Toolbox Lecture #10: Tensors, and Low-Rank Tensor Recovery Tim Roughgarden & Gregory Valiant April 27, 2016 Last lecture discussed singular value decomposition (SVD), and we saw how such dec Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2016-06-04 09:49:43 Linear algebra Matrix theory Matrices Binary operations Numerical linear algebra Tensor Rank Higher-order singular value decomposition Singular value decomposition Matrix Outer product Eigenvalues and eigenvectors
75	A Tensor Spectral Approach to Learning Mixed Membership Community Models arXiv:1302.2684v4 [cs.LG] 24 OctAnima Anandkumar1 , Rong Ge2 , Daniel Hsu3 , and Sham M. Kakade3 Add to Reading List Source URL: arxiv.org Language: English - Date: 2013-10-27 21:56:48 Networks Graph theory Probability distributions Machine learning Statistical models Community structure Dirichlet distribution Higher-order singular value decomposition Stochastic block model Gibbs sampling Markov chain Tensor
76	Spectral Graph Theory Lecture 15 Iterative solvers for linear equations Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2012-08-24 09:50:05 Numerical linear algebra Matrix theory Linear algebra Eigenvalues and eigenvectors Singular value decomposition Modified Richardson iteration Conjugate gradient method Eigendecomposition of a matrix
77	Latent Outlier Detection and the Low Precision Problem Fei Wang, Sanjay Chawla and Didi Surian University of Sydney Add to Reading List Source URL: www.outlier-analytics.org Language: English - Date: 2013-08-13 08:05:46 Linear algebra Matrix theory Multivariate statistics Robust statistics Non-negative matrix factorization Outlier Singular value decomposition
78	Use of Semi-separable Approximate Factorization and Direction-preserving for Constructing Effective Preconditioners X. Sherry Li Lawrence Berkeley National Laboratory Ming Gu (UC Berkeley) Add to Reading List Source URL: crd-legacy.lbl.gov Language: English - Date: 2010-03-18 15:12:23 Numerical linear algebra Matrices Linear algebra Matrix theory Operator theory Cholesky decomposition Singular value decomposition Matrix Schur complement Triangular matrix Rank Hierarchical matrix
79	Chapter 6 Constructs, Components, and Factor models Parsimony of description has been a goal of science since at least the famous dictum commonly attributed to William of Ockham to not multiply entities beyond necessity Add to Reading List Source URL: personality-project.org Language: English - Date: 2011-08-17 18:07:44 Covariance and correlation Factor analysis Multivariate statistics Regression analysis Linear algebra Principal component analysis Eigenvalues and eigenvectors Covariance matrix Matrix Exploratory factor analysis Singular value decomposition Multiple correlation
80	D. Hiebeler, Matlab / R Reference 1 MATLAB R / R Reference June 24, 2014 Add to Reading List Source URL: math.umaine.edu Language: English - Date: 2014-06-24 10:22:45 Linear algebra Numerical linear algebra Matrix theory Matrix Square matrix Euclidean vector Singular value decomposition MATLAB Rank Array programming QR decomposition Determinant

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