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Keyword

sparse matrices

Description: Matrices in which most entries are zero, commonly handled with specialized storage formats and algorithms in computing and numerical analysis.
Wikidata ID: wiki/Q1050404
OpenAlex ID: keywords/sparse-matrices
LINCS: A linear constraint solver for molecular simulations
1997 · Berk Hess, Henk Bekker, et al. · Journal of Computational Chemistry · 18,319
Numerical recipes in C: the art of scientific computing
1993 · Press, William H, Flannery, Brian P, et al. · Choice Reviews Online · 17,935
Iterative Methods for Sparse Linear Systems
2003 · Yousef Saad · Society for Industrial and Applied Mathematics eBooks · 13,789
A Singular Value Thresholding Algorithm for Matrix Completion
2010 · Jian-Feng Cai, Emmanuel J. Candès, et al. · SIAM Journal on Optimization · 5,816
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A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs
1998 · George Karypis, Vipin Kumar · SIAM Journal on Scientific Computing · 5,766
Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions
2011 · N. Halko, P. G. Martinsson, et al. · SIAM Review · 4,029
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Good error-correcting codes based on very sparse matrices
1999 · D.J.C. MacKay · IEEE Transactions on Information Theory · 3,685
The university of Florida sparse matrix collection
2011 · Timothy A. Davis, Yifan Hu · ACM Transactions on Mathematical Software · 3,657
Templates for the Solution of Linear Systems: Building Blocks for Iterative Methods
1994 · Richard Barrett, Michael Berry, et al. · Society for Industrial and Applied Mathematics eBooks · 3,491
Quantum Algorithm for Linear Systems of Equations
2009 · Aram W. Harrow, Avinatan Hassidim, et al. · Physical Review Letters · 3,307
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Numerical Methods for Large Eigenvalue Problems
2011 · Yousef Saad · Society for Industrial and Applied Mathematics eBooks · 2,363
Computer Solution of Large Sparse Positive Definite Systems.
1982 · Joseph E. Pasciak, Alan George, et al. · Mathematics of Computation · 1,874
Numerical approximation of partial differential equations
1987 · Quarteroni, Alfio 1952-, Valli, Alberto · Mathematics and Computers in Simulation · 1,864
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Direct Methods for Sparse Matrices
2017 · I. S. Duff, A. M. Erisman, et al. · 1,603
A Multigrid Tutorial, Second Edition
2000 · William L. Briggs, Van Emden Henson, et al. · Society for Industrial and Applied Mathematics eBooks · 1,512
Using Linear Algebra for Intelligent Information Retrieval
1995 · Michael W. Berry, Susan T. Dumais, et al. · SIAM Review · 1,480
Direct Methods for Sparse Linear Systems
2006 · Timothy A. Davis · Society for Industrial and Applied Mathematics eBooks · 1,453
The Quadratic Eigenvalue Problem
2001 · Françoise Tisseur, Karl Meerbergen · SIAM Review · 1,405
quanteda: An R package for the quantitative analysis of textual data
2018 · Kenneth Benoit, Kohei Watanabe, et al. · The Journal of Open Source Software · 1,340
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Lanczos Algorithms for Large Symmetric Eigenvalue Computations
2002 · Jane K. Cullum, Ralph A. Willoughby · Society for Industrial and Applied Mathematics eBooks · 1,291
A shortest augmenting path algorithm for dense and sparse linear assignment problems
1987 · R. Jonker, A. Volgenant · Computing · 1,236
Relational learning via collective matrix factorization
2008 · Ajit P. Singh, Geoffrey J. Gordon · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 1,235
Preconditioning Techniques for Large Linear Systems: A Survey
2002 · Michele Benzi · Journal of Computational Physics · 1,222
METIS: A Software Package for Partitioning Unstructured Graphs, Partitioning Meshes, and Computing Fill-Reducing Orderings of Sparse Matrices
1997 · George Karypis, Vipin Kumar · University of Minnesota Digital Conservancy (University of Minnesota) · 1,207
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Algorithmic Aspects of Vertex Elimination on Graphs
1976 · Donald J. Rose, R. Endre Tarjan, et al. · SIAM Journal on Computing · 1,204
Works count: 9,290
Citation count: 221,400
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