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Singular value decomposition
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#	Item
31	Performance of Random Medium Access Control An asymptotic approach Charles Bordenave David McDonald Add to Reading List Source URL: www.math.univ-toulouse.fr Language: English - Date: 2008-04-07 07:55:53 Algebra Mathematics Linear algebra Matrix theory Abstract algebra Eigenvalues and eigenvectors Singular value decomposition Markov chain
32	Math 515 Fall, 2014 Homework 4, due Thursday, OctoberSuppose A ∈ Rm×n , m ≥ n, and rank(A) = n; that is, A has full rank. Consider the linear system: Add to Reading List Source URL: www.mathcs.emory.edu Language: English - Date: 2014-10-02 08:46:56 Algebra Linear algebra Mathematics Numerical linear algebra Matrix theory MoorePenrose pseudoinverse Singular value decomposition Matrix Rank Equation solving QR decomposition Generalized inverse
33	SVD Feature Selection for Probabilistic Taxonomy Learning Fallucchi Francesca Disp, University “Tor Vergata” Rome, Italy Add to Reading List Source URL: art.uniroma2.it Language: English - Date: 2013-05-28 06:48:51 Algebra Statistics Mathematics Regression analysis Actuarial science Estimation theory Statistical models Latent semantic analysis Natural language processing Singular value decomposition Logit Logistic regression
34	Spectral Graph Theory Lecture 5 Rings, Paths, and Paley Graphs Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2015-08-17 14:43:26 Graph theory Mathematics Algebra Algebraic graph theory Matrices NP-complete problems Eigenvalues and eigenvectors Linear algebra Singular value decomposition Paley graph Adjacency matrix Matrix
35	ISSN No: International Journal & Magazine of Engineering, Technology, Management and Research A Peer Reviewed Open Access International Journal Add to Reading List Source URL: www.ijmetmr.com Language: English - Date: 2015-07-13 09:04:34 Computer vision Artificial intelligence Algebra Image search Artificial intelligence applications Natural language processing Signal processing Content-based image retrieval Image retrieval Singular value decomposition Image fusion Automatic image annotation
36	Neural Word Embedding as Implicit Matrix Factorization Omer Levy Department of Computer Science Bar-Ilan University Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-12-02 20:43:40 Algebra Linear algebra Mathematics Numerical linear algebra Matrix theory Singular value decomposition Dimension reduction Matrix Low-rank approximation Singular value Pointwise mutual information Factorization
37	JMLR: Workshop and Conference Proceedings vol 40:1–51, 2015 Tensor principal component analysis via sum-of-squares proofs Sam Hopkins Jonathan Shi David Steurer Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-07-20 20:08:36 Algebra Mathematics Linear algebra Multivariate statistics Matrix theory Tensors Real algebraic geometry Non-negative matrix factorization Matrix Higher-order singular value decomposition Eigenvalues and eigenvectors Principal component analysis
38	Spectral Graph Theory Lecture 2 The Laplacian Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2012-08-24 09:50:05 Algebra Mathematics Linear algebra Matrix theory Algebraic graph theory Matrices Eigenvalues and eigenvectors Singular value decomposition Laplacian matrix Spectral graph theory Adjacency matrix Matrix
39	A MDL4BMF: Minimum Description Length for Boolean Matrix Factorization PAULI MIETTINEN, Max-Planck Institute for Informatics JILLES VREEKEN, Max-Planck Institute for Informatics, Saarland University, University of Antwer Add to Reading List Source URL: people.mpi-inf.mpg.de Language: English - Date: 2014-05-09 10:45:37 Algebra Mathematics Linear algebra Matrix theory Numerical linear algebra Multivariate statistics Dimension reduction Non-negative matrix factorization Matrix Singular value decomposition Principal component analysis Factorization
40	I will discuss recent work on randomized algorithms for low-rank approximation and principal component analysis (PCA). The talk will focus on efforts that move beyond the extremely fast, but relatively crude approximatio Add to Reading List Source URL: mmds-data.org Language: English - Date: 2016-06-23 15:50:48 Algebra Mathematics Multivariate statistics Numerical analysis Dimension reduction Iterative methods Numerical linear algebra Principal component analysis Singular value decomposition Stochastic optimization Algorithm Sparse dictionary learning

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