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Daniel Spielman
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#	Item
51	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
52	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
53	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
54	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
55	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
56	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
57	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
58	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
59	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
60	Spectral Graph Theory Lecture 6 Conductance, the Normalized Laplacian, and Cheeger’s Inequality Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2015-08-17 14:43:26 Operator theory Laplacian matrix Metric Laplace operator CauchySchwarz inequality NeumannPoincar operator Expander graph