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by Saad, Y
2011, Rev. ed., Classics in applied mathematics, ISBN 9781611970722, Volume 66, xvi, 276
Book
ACM Transactions on Mathematical Software (TOMS), ISSN 0098-3500, 10/2015, Volume 41, Issue 4, pp. 1 - 20
Journal Article
2015, ISBN 9789814667968, xii, 582 pages
Book
2010, ISBN 9780521119139, Volume 9780521119139, xvii, 316 p., [16] p. of plates
"Presenting the state of the art in sparse and multiscale image and signal processing, this book weds theory and practice to examine their applications in a... 
Signal processing | Transformations (Mathematics) | Wavelets (Mathematics) | Image processing | Sparse matrices | Image Processing | Computer Science
Book
Journal of parallel and distributed computing, ISSN 0743-7315, 11/2015, Volume 85, pp. 47 - 61
General sparse matrix–matrix multiplication (SpGEMM) is a fundamental building block for numerous applications such as algebraic multigrid method (AMG... 
Parallel algorithm | Merging | Linear algebra | Sparse matrix | Heterogeneous processor | Sparse matrix-matrix multiplication | GPU | PERFORMANCE | IMPLEMENTATION | COMPUTER SCIENCE, THEORY & METHODS | ALGORITHMS | Algorithms | Algebra | Distributed processing | Multiplication | Construction | Searching | Inserts | Load balancing | Processors
Journal Article
IEEE transactions on information theory, ISSN 1557-9654, 2015, Volume 61, Issue 5, pp. 2909 - 2923
This paper considers the matrix completion problem. We show that it is not necessary to assume joint incoherence, which is a standard but unintuitive and restrictive condition that is imposed by previous studies... 
Vectors | Complexity theory | Matrix decomposition | Sparse matrices | Joints | Standards | Information theory | incoherence | robust PCA | computational barrier | nuclear norm minimization | Matrix completion | DECOMPOSITION | COMPUTER SCIENCE, INFORMATION SYSTEMS | CLIQUES | ENGINEERING, ELECTRICAL & ELECTRONIC | Matrices | Algorithms | Research | Mathematical research
Journal Article
IEEE transactions on signal processing, ISSN 1941-0476, 2012, Volume 60, Issue 1, pp. 139 - 154
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 04/2017, Volume 39, Issue 4, pp. 818 - 832
Journal Article
ACM Transactions on Mathematical Software (TOMS), ISSN 0098-3500, 11/2011, Volume 38, Issue 1, pp. 1 - 25
Journal Article
The Annals of statistics, ISSN 0090-5364, 2011, Volume 39, Issue 2, pp. 887 - 930
Journal Article
Pattern recognition, ISSN 0031-3203, 04/2018, Volume 76, pp. 715 - 726
•We propose a novel matrix classifier to simultaneously leverage the structural information within matrices and select useful features... 
Matrix analysis | Sparse | Support vector machine | Low rank | Classification | REGRESSION | ALGORITHM | REPRESENTATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Journal Article
Proceedings of the National Academy of Sciences - PNAS, ISSN 0027-8424, 1/2013, Volume 110, Issue 4, pp. 1181 - 1186
Journal Article