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Spectral graph theory
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#	Item
111	Chapter 16 Spectral Graph Theory Daniel Spielman Yale UniversityIntroduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Add to Reading List Source URL: cs-www.cs.yale.edu Language: English - Date: 2010-12-20 14:50:50 Algebraic graph theory Matrices Laplacian matrix Adjacency matrix Spectral graph theory Expander graph Eigenvalues and eigenvectors Graph partition Regular graph Graph Diagonalizable matrix Matrix
112	Incremental Spectral Clustering With Application to Monitoring of Evolving Blog Communities Huazhong Ning∗ Wei Xu† Add to Reading List Source URL: www.ifp.illinois.edu Language: English - Date: 2007-02-26 15:44:42 Matrix theory Linear algebra Abstract algebra Eigenvalues and eigenvectors Singular value decomposition Spectral clustering Graph partition Cluster analysis Eigendecomposition of a matrix Matrix Symmetric matrix K-means clustering
113	Spectral Graph Theory Lecture 17 Iterative solvers for linear equations Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2015-08-17 14:43:26 Orthogonal polynomials Approximation theory Chebyshev polynomials Matrix theory Polynomial Eigenvalues and eigenvectors
114	Spectral Graph Theory Lecture 21 Spectral Partitioning in the Planted Partition Model Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2012-08-24 09:50:05 Matrix theory Linear algebra Matrices Singular value decomposition Eigenvalues and eigenvectors Graph partition Symmetric matrix Matrix PerronFrobenius theorem Eigendecomposition of a matrix
115	Spectral Graph Theory Lecture 8 Random Walks on Graphs Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2012-08-24 09:50:05 Algebraic graph theory Graph theory Matrices Stochastic processes Random walk Adjacency matrix Graph Eigenvalues and eigenvectors Laplacian matrix Expander graph
116	Higher Dimensional Discrete Cheeger Inequalities Anna Gundert∗ May Szedl´ak† January 12, 2015 Add to Reading List Source URL: arxiv.org Language: English - Date: 2015-01-11 21:20:19 Algebraic topology Homotopy theory Expander graph CW complex Cohomology Spectral theory Representation theory of Lie groups Orbifold Substitution
117	MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Accelerated graph-based spectral polynomial filters Knyazev, A.; Malyshev, A. TR2015-106 Add to Reading List Source URL: www.merl.com Language: English - Date: 2016-03-15 12:23:00 Numerical linear algebra Filter theory LOBPCG Bilateral filter Filter Electronic filter Non-local means Noise reduction Iterative method Linear filter Photographic filter Preconditioner
118	MIR at LabROSA in 2014 Dan Ellis, Colin Raffel, Zhuo Chen, Dawen Liang, Minshu Zhan, Brian McFee, Nicole Rivilis, Jia-Ming (James) Liu, Cyril Gaudefroy, H`el´ene Papadopoulos, Hilary Mogul, Dylan Kario NEMISIG, January Add to Reading List Source URL: colinraffel.com Language: English - Date: 2015-12-30 23:12:51 Information science Information retrieval Algebraic graph theory Spectral clustering Collaborative filtering Ellis Collaboration
119	JMLR: Workshop and Conference Proceedings vol 40:1–33, 2015 Stochastic Block Model and Community Detection in Sparse Graphs: A spectral algorithm with optimal rate of recovery ∗ Peter Chin Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-07-20 20:08:35 Mathematics Graph theory Discrete mathematics NP-complete problems Combinatorics Partition of a set Planar separator theorem Graph coloring
120	Using Local Spectral Methods to Robustify Graph-Based Learning Algorithms David F. Gleich Computer Science Department Purdue University West Lafayette, IN Add to Reading List Source URL: www.stat.berkeley.edu Language: English - Date: 2015-06-08 10:54:36 Graph theory Mathematics NP-complete problems Graph partition Connectivity Graph coloring Graph Nonlinear dimensionality reduction Vertex SPQR tree Signed graph

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