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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… 
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Papers overview

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Highly Cited
2012
Highly Cited
2012
An oblivious subspace embedding (OSE) given some parameters ε, d is a distribution D over matrices Π ∈ R<sup>m×n</sup> such that… 
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… 
Highly Cited
2009
Highly Cited
2009
The emergence and continuing use of multi-core architectures and graphics processing units require changes in the existing… 
Highly Cited
1998
Highly Cited
1998
From the Publisher: This book presents a unified treatment of recently developed techniques and current understanding about… 
Highly Cited
1997
Highly Cited
1997
Preface 1. Introduction 2. Linear equation solving 3. Linear least squares problems 4. Nonsymmetric Eigenvalue problems 5. The… 
Review
1989
Review
1989
Preface Part I. Numerical Linear Algebra: 1. A summary of results on matrices 2. General results in the numerical analysis of… 
Highly Cited
1989
Highly Cited
1989
Highly Cited
1989
Highly Cited
1979
Highly Cited
1979
A package of 38 low level subprograms for many of the basic operations of numerical linear algebra is presented. The package is… 
Highly Cited
1966
Highly Cited
1966
The primordial problems of linear algebra are the solution of a system of linear equations and the solution of the eigenvalue…