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Eigenvalues and eigenvectors
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151	Introduction to Numerical Linear Algebra I Petros Drineas These slides were prepared by Ilse Ipsen for the 2015 Gene Golub SIAM Summer School on RandNLA Add to Reading List Source URL: www.drineas.org Language: English - Date: 2016-06-30 19:34:42 Matrix theory Linear algebra Matrices Matrix Symmetric matrix Determinant Eigenvalues and eigenvectors Square matrix
152	Spectral Graph Theory Lecture 3 Laplacian and the Adjacency Matrices Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2012-08-24 09:50:05 Matrix theory PerronFrobenius theorem Eigenvalues and eigenvectors Matrix Symmetric matrix Diagonal matrix Square matrix Hermitian matrix Skew-symmetric matrix
153	Improving the Performance of Tensor Matrix Vector Multiplication in Quantum Chemistry Codes W. D. Gropp, D. K. Kaushik, M. Minkoff, and B. F. Smith Argonne National Laboratory {gropp,kaushik,minkoff,bsmith}@mcs.anl.gov Add to Reading List Source URL: wgropp.cs.illinois.edu Language: English - Date: 2016-08-16 11:52:12 Linear algebra Matrix theory Binary operations Matrices Multiplication Matrix Tensor Euclidean vector Product Eigenvalues and eigenvectors Array programming Cross product
154	Universality in Numerical Computations with Random Data. Case Studies. Percy Deift∗, Govind Menon†, Sheehan Olver‡and Thomas Trogdon∗ July 16, 2014 Abstract Add to Reading List Source URL: dl.dropboxusercontent.com Language: English Numerical linear algebra Mathematical physics Matrix theory Linear algebra QR algorithm Eigenvalues and eigenvectors Matrix Determinant Generalized minimal residual method Random matrix Rotation matrix Eigenvalue algorithm
155	STATIC OPTIMIZATION (E. Molho) SYLLABUS The usual contents of a basic calculus course and some basic notions in linear algebra are considered as prerequisites for the course. 1) Eigenvalues and eigenvectors, quadratic fo Add to Reading List Source URL: www.laser.unimi.it Language: English - Date: 2014-10-20 11:56:50 Mathematical optimization Quasiconvex function Constrained optimization Mathematical economics Optimization Sequential quadratic programming Trajectory optimization
156	Spectral Graph Theory Lecture 19 Preconditioning Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2015-08-17 14:43:26 Matrix theory Matrices Linear algebra Numerical linear algebra Mathematical physics Preconditioner Eigenvalues and eigenvectors Conjugate gradient method Diagonalizable matrix Matrix Trace Laplacian matrix
157	Contents 1 Singular Value Decomposition (SVD) 1.1 Singular Vectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1.2 Singular Value Decomposition (SVD) . . . . . . . . . . . . . . . . . 1.3 Best Rank k Approx Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-03-06 21:36:15 Linear algebra Singular value decomposition Principal component analysis Singular value Rank Projection Matrix norm Matrix Euclidean vector Degrees of freedom Eigenvalues and eigenvectors Linear subspace
158	Spectral Graph Theory and its Applications September 9, 2004 Lecture 3 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 Matrices Algebraic graph theory Linear algebra Eigenvalues and eigenvectors Singular value decomposition Spectral graph theory Symmetric matrix Expander graph Laplacian matrix
159	Exercises 2: Linear algebra and some OLS application Florian Oswald October 3, Add to Reading List Source URL: dl.dropboxusercontent.com Language: English Matrices Linear algebra Matrix theory Mathematical physics Eigenvalues and eigenvectors Singular value decomposition Quadratic form Square matrix Symmetric matrix Diagonalizable matrix Matrix Orthogonal matrix
160	Spectral Graph Theory Lecture 2 The Laplacian Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2015-08-17 14:43:26 Algebraic graph theory Matrix theory Matrices Eigenvalues and eigenvectors Linear algebra Singular value decomposition Laplacian matrix Spectral graph theory Line graph Expander graph Two-graph

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