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Sparse matrix
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61	ALGORITHMS FOR SIMULTANEOUS SPARSE APPROXIMATION PART II: CONVEX RELAXATION JOEL A. TROPP Abstract. A simultaneous sparse approximation problem requests a good approximation of several input signals at once using differe Add to Reading List Source URL: users.cms.caltech.edu Language: English - Date: 2007-09-11 17:01:57 Numerical linear algebra Sparse approximation Matrix Linear algebra Low-rank approximation
62	ES 111 Mathematical Methods in the Earth Sciences Lecture Outline 11 - Thurs 29th Oct 2015 Introduction to Matrices and Linear Algebra Why are they useful? We often wish to represent a system of linear equations (equatio Add to Reading List Source URL: www.es.ucsc.edu Language: English - Date: 2015-10-29 14:04:46 Matrices Numerical linear algebra Matrix theory Sparse matrices Linear algebra Matrix Gaussian elimination Invertible matrix Diagonal matrix Triangular matrix Symmetric matrix Identity matrix
63	Summary • Algorithms and Data Structures need to take memory prefetch hardware into account • This talk shows one example - Matrix-vector multiply • As we’ll show, the results can be dramatic • Prefetch is Add to Reading List Source URL: wgropp.cs.illinois.edu Language: English - Date: 2016-08-16 11:52:11 Sparse matrix CSR Matrix
64	DownloadedtoRedistribution subject to SIAM license or copyright; see http://www.siam.org/journals/ojsa.php SIAM J. MATRIX ANAL. APPL. Vol. 35, No. 4, pp. 1364–1406 c 2014 Society for Industri Add to Reading List Source URL: www.cs.huji.ac.il Language: English - Date: 2016-06-24 09:20:06 Matrix theory Numerical linear algebra Matrices Linear algebra Sparse matrices LU decomposition Matrix Block matrix Tridiagonal matrix Symmetric matrix Determinant Eigenvalues and eigenvectors
65	Adap%ve Thread Distribu%ons for Sparse Matrix-‐Vector Mul%ply on a GPU William Gropp and Dahai Guo NCSA, UIUC Add to Reading List Source URL: wgropp.cs.illinois.edu Language: English - Date: 2016-08-16 11:52:11 Sparse matrices GPGPU Graphics hardware Sparse matrix Fermi Matrix Graphics processing unit Band matrix Thread
66	LINEAR SYSTEMS AND MATRIX ALGEBRA MATH 196, SECTION 57 (VIPUL NAIK) Corresponding material in the book: Section 1.3. Executive summary (1) The rank of a matrix is defined as the number of nonzero rows in its reduced row- Add to Reading List Source URL: files.vipulnaik.com Language: English - Date: 2016-08-13 19:20:49 Numerical linear algebra Linear algebra Matrices Matrix theory Sparse matrices Matrix Rank Gaussian elimination Square matrix Diagonal matrix System of linear equations Row echelon form
67	A General Collaborative Filtering Framework based on Matrix Bordered Block Diagonal Forms Yongfeng Zhang, Min Zhang, Yiqun Liu, Shaoping Ma State Key Laboratory of Intelligent Technology and Systems Department of Compute Add to Reading List Source URL: yongfeng.me Language: English - Date: 2015-03-02 08:17:50 Recommender systems Matrix theory Linear algebra Sparse matrices Multivariate statistics Non-negative matrix factorization Collaborative filtering GroupLens Research MovieLens Singular value decomposition Graph partition Matrix decomposition
68	Lecture 4: Modeling Sparse Matrix-Vector Multiply William Gropp www.cs.illinois.edu/~wgropp Sustained Memory Bandwidth Add to Reading List Source URL: wgropp.cs.illinois.edu Language: English - Date: 2015-01-15 10:20:20 Central processing unit Computer memory Cache Programming languages CPU cache Sparse matrix Processor register Fortran Data
69	MONAURAL SEPARATION AND CLASSIFICATION OF NON-LINEAR TRANSFORMED INDEPENDENT SIGNALS: AN SVM PERSPECTIVE Sepp Hochreiter and Michael C. Mozer Department of Computer Science University of Colorado Boulder, CO 80309 Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-01-23 02:26:38 Signal processing Statistical models Convex optimization Operations research Independent component analysis Wavelet Linear programming Support vector machine Matrix Machine learning Sparse approximation Sparse dictionary learning
70	Localized Matrix Factorization for Recommendation based on Matrix Block Diagonal Forms Yongfeng Zhang, Min Zhang, Yiqun Liu, Shaoping Ma, Shi Feng Tsinghua University, Beijing, China Add to Reading List Source URL: yongfeng.me Language: English - Date: 2015-03-02 08:17:50 Sparse matrices Matrix theory Matrices Block matrix Matrix Sparse matrix Non-negative matrix factorization Graph partition

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