Numerical linear algebra

Known as: NLA, Computational matrix algebra, Linear solver 
Numerical linear algebra is the study of algorithms for performing linear algebra computations, most notably matrix operations, on computers. It is… (More)
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Papers overview

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2016
2016
Randomization offers new benefits for large-scale linear algebra computations. 
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Highly Cited
2013
Highly Cited
2013
An oblivious subspace embedding (OSE) given some parameters ε, d is a distribution D over matrices Π ∈ R<sup>m×n</sup> such that… (More)
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Highly Cited
2011
Highly Cited
2011
In 1981 Hong and Kung [HK81] proved a lower bound on the amount of communication (amount of data moved between a small, fast… (More)
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Highly Cited
2009
Highly Cited
2009
We give near-optimal space bounds in the streaming model for linear algebra problems that include estimation of matrix products… (More)
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Highly Cited
2009
Highly Cited
2009
The emergence and continuing use of multi-core architectures and grap hics processing units require changes in the existing… (More)
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Review
2006
Review
2006
Ideas and algorithms from numerical linear algebra are important in several areas of data mining. We give an overview of linear… (More)
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1998
1998
(1, 1) [Cao08, Krz11]. (2, 2) [Li00]. (m, k) [MN00]. (q) [Jia96]. + [LJM14]. −∆u = λu [EFG18]. 0.822 [Ano09]. 16 [KM09]. 2 [AM96… (More)
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Highly Cited
1997
Highly Cited
1997
2017/18 SV EN PLED F/Pi 7154 X E X Kurswebbsida Tentor 2016/17 SV EN UNB 7154 X E X Kurswebbsida Tentor 2015/16 SV EN UNB 7154 X… (More)
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Review
1993
Review
1993
We survey general techniques and open problems in numerical linear algebra on parallel architectures. We rst discuss basic… (More)
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Highly Cited
1979
Highly Cited
1979
A package of 38 low level subprograms for many of the basic operations of numerical linear algebra m presented. The package is… (More)
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