Algorithms – handout 5 Spectral graph theory June 2, 2014 The adjacency matrix of a connected undirected graph is nonnegative, symmetric and irreducible (namely, it cannot be decomposed into two diagonal blocks and two

Source URL: www.wisdom.weizmann.ac.il

Overlapping Community Detection at Scale: A Nonnegative Matrix Factorization Approach Jaewon Yang Jure Leskovec

Source URL: infolab.stanford.edu

The Seventh International Workshop on Matrices and Statistics, in Celebration of T. W. Anderson’s 80th Birthday Fort Lauderdale, Florida, USA: December 11–14, 1998 Workshop Programme with Abstracts The Seventh Intern

Source URL: www.sis.uta.fi

• Matrices
• Regression analysis
• Econometrics
• Multivariate statistics
• Matrix
• Nonnegative matrix
• Eigenvalues and eigenvectors
• Linear regression
• Toeplitz matrix
• Statistics
• Algebra
• Linear algebra

Quadratic Convergence for Scaling of Matrices∗ Martin F¨ urer† Abstract Matrix scaling is an operation on nonnegative matrices with nonzero permanent. It multiplies the rows and columns of a

Source URL: www.siam.org

• Matrices
• Matrix theory
• Permutations
• Numerical linear algebra
• Permanent
• Matrix
• Computing the permanent
• Doubly stochastic matrix
• Diagonal matrix
• Algebra
• Mathematics
• Linear algebra

LNCSAutomatic Rank Determination in Projective Nonnegative Matrix Factorization

Source URL: homepages.inf.ed.ac.uk

• Matrix theory
• Multivariate statistics
• Singular value decomposition
• Non-negative matrix factorization
• Principal component analysis
• Eigenvalues and eigenvectors
• Rank
• Expectation–maximization algorithm
• Matrix decomposition
• Algebra
• Mathematics
• Linear algebra

ISSN[removed]UMIST The Test Matrix Toolbox for Matlab (Version 3.0)

Source URL: www.ma.man.ac.uk

• Matrices
• Numerical linear algebra
• Matrix theory
• Sparse matrices
• Matrix
• Symmetric matrix
• Orthogonal matrix
• LAPACK
• Nonnegative matrix
• Algebra
• Linear algebra
• Mathematics

1 Hyperspectral Unmixing Via L1/2 Sparsity-constrained Nonnegative Matrix Factorization Yuntao Qian, Member, IEEE, Sen Jia, Jun Zhou, Member, IEEE and Antonio Robles-Kelly, Senior

Source URL: www.ict.griffith.edu.au

• Multivariate statistics
• Matrix theory
• Numerical linear algebra
• Signal processing
• Non-negative matrix factorization
• Compressed sensing
• Independent component analysis
• Sparse matrix
• Hyperspectral imaging
• Algebra
• Mathematics
• Linear algebra

Fast Nonnegative Matrix Factorization with Rank-one ADMM Dongjin Song∗ , David A. Meyer† , Martin Renqiang Min‡ , ∗ Department of ECE, UCSD, La Jolla, CA, [removed]removed]

Source URL: www.opt-ml.org

• Linear algebra
• Multivariate statistics
• Non-negative matrix factorization
• Rank
• Matrix decomposition
• Matrix
• Online NMF
• Singular value decomposition
• Algebra
• Mathematics
• Matrix theory

In Memoriam Michael (Miki) Neumannby Michael Tsatsomeros1 With a quiet smile, a sense of self-effacement, some self-deprecation, and always with a grain of humor, Miki liked to claim that

Source URL: dynamics.org

• Matrices
• Matrix theory
• Numerical linear algebra
• Determinants
• Nonnegative matrix
• Matrix
• Successive over-relaxation
• Triangular matrix
• Relaxation
• Algebra
• Linear algebra
• Mathematics

c Applied Mathematics E-Notes, [removed]), 11-18 Available free at mirror sites of http://www.math.nthu.edu.tw/∼amen/ ISSN[removed]

Source URL: www.math.nthu.edu.tw

• Mathematics
• Diagonal matrix
• Nonnegative matrix
• Matrix
• Diagonally dominant matrix
• Algebra
• Linear algebra
• Matrices