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Spectral graph theory
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#	Item
81	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
82	Spectral Graph Theory Lecture 17 Sparsification by Effective Resistance Sampling Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2015-11-03 13:58:23 Linear algebra Chernoff bound Matrix Trace Exponentiation Random matrix
83	Spectral Graph Theory and Applications WSProblem Set 3 Due: Jan. 27, 2012 Add to Reading List Source URL: resources.mpi-inf.mpg.de - Date: 2012-01-19 11:06:05
84	Spectral Graph Theory Lecture 13 Cayley Graphs Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2012-08-24 09:50:05 Group theory Geometric group theory Algebraic graph theory Cayley graph Expander graph Adjacency matrix Eigenvalues and eigenvectors Abelian group Generating set of a group Regular graph Examples of groups Two-graph
85	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
86	Spectral Graph Theory Lecture 11 Introduction to Coding Theory Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2012-08-24 09:50:05 Coding theory Error detection and correction Hamming code Linear code ReedSolomon error correction Forward error correction Hamming GilbertVarshamov bound Block code Justesen code
87	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
88	Spectral Graph Theory and Applications WSLecture 8: Construction of Expanders Lecturer: Thomas Sauerwald & He Sun Add to Reading List Source URL: resources.mpi-inf.mpg.de Language: English - Date: 2011-12-15 10:40:36 Graph products Graph operations Expander graph Zig-zag product Graph theory Rotation map Spectral graph theory Replacement product Graph Regular graph Lovsz number
89	Spectral Graph Theory and its Applications September 23, 2004 Lecture 7 Lecturer: Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2005-06-30 12:02:46 Stochastic processes Distribution Functional analysis Random walk Differential topology Substitution FeynmanKac formula
90	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

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