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» Singular value decomposition on GPU using CUDA
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IPPS
2009
IEEE
10 years 4 days ago
Singular value decomposition on GPU using CUDA
Linear algebra algorithms are fundamental to many computing applications. Modern GPUs are suited for many general purpose processing tasks and have emerged as inexpensive high per...
Sheetal Lahabar, P. J. Narayanan
AGHCS
2015
2views more  AGHCS 2015»
4 years 1 months ago
Hypergrammar Based Parallel Multi-frontal Solver for Grids with Point singularities
This paper describes the application of hypergraph grammars to drive a linear computational cost solver for grids with point singularities. Such graph grammar productions are the ...
Piotr Gurgul, Maciej Paszynski, Anna Paszynska
PCI
2001
Springer
9 years 10 months ago
An Experimental Evaluation of a Monte-Carlo Algorithm for Singular Value Decomposition
We demonstrate that an algorithm proposed by Drineas et. al. in [7] to approximate the singular vectors/values of a matrix A, is not only of theoretical interest but also a fast, v...
Petros Drineas, Eleni Drinea, Patrick S. Huggins
IJCSA
2006
197views more  IJCSA 2006»
9 years 5 months ago
Applying SVD on Generalized Item-based Filtering
In this paper we examine the use of a matrix factorization technique called Singular Value Decomposition (SVD) along with demographic information
Manolis G. Vozalis, Konstantinos G. Margaritis
JSC
2008
162views more  JSC 2008»
9 years 5 months ago
Approximate factorization of multivariate polynomials using singular value decomposition
We describe the design, implementation and experimental evaluation of new algorithms for computing the approximate factorization of multivariate polynomials with complex coefficie...
Erich Kaltofen, John P. May, Zhengfeng Yang, Lihon...
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