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1

Applied Numerical Linear Algebra || 2. Linear Equation Solving

Demmel, James W.

Year:

1997

Language:

english

File:

PDF, 6.66 MB

english, 1997

2

Optimization of sparse matrix–vector multiplication on emerging multicore platforms

Samuel Williams, Leonid Oliker, Richard Vuduc, John Shalf, Katherine Yelick, James Demmel

Journal:

Parallel Computing

Year:

2009

Language:

english

File:

PDF, 1.06 MB

english, 2009

3

[ACM Press the 2007 ACM/IEEE conference - Reno, Nevada (2007.11.10-2007.11.16)] Proceedings of the 2007 ACM/IEEE conference on Supercomputing - SC '07 - Optimization of sparse matrix-vector multiplication on emerging multicore platforms

Williams, Samuel, Oliker, Leonid, Vuduc, Richard, Shalf, John, Yelick, Katherine, Demmel, James

Year:

2007

Language:

english

File:

PDF, 782 KB

english, 2007

4

Stability of block LU factorization

James W. Demmel, Nicholas J. Higham, Robert S. Schreiber

Journal:

Numerical Linear Algebra with Applications

Year:

1995

Language:

english

File:

PDF, 975 KB

english, 1995

5

The dimension of matrices (matrix pencils) with given Jordan (Kronecker) canonical forms

James W. Demmel, Alan Edelman

Journal:

Linear Algebra and its Applications

Year:

1995

Language:

english

File:

PDF, 1.00 MB

english, 1995

6

Jacobi’s Method is More Accurate than QR

Demmel, James, Veselić, Krešimir

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

1992

Language:

english

File:

PDF, 4.66 MB

english, 1992

7

A Supernodal Approach to Sparse Partial Pivoting

Demmel, James W., Eisenstat, Stanley C., Gilbert, John R., Li, Xiaoye S., Liu, Joseph W. H.

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

1999

Language:

english

File:

PDF, 538 KB

english, 1999

8

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 5. Generalized Hermitian Eigenvalue Problems

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 305 KB

english, 2000

9

Accurate Singular Value Decompositions of Structured Matrices

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2000

Language:

english

File:

PDF, 4.31 MB

english, 2000

10

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 1. Introduction

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 128 KB

english, 2000

11

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 3. An Introduction to Iterative Projection Methods

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 161 KB

english, 2000

12

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 2. A Brief Tour of Eigenproblems

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 340 KB

english, 2000

13

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 4. Hermitian Eigenvalue Problems

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 623 KB

english, 2000

14

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 6. Singular Value Decomposition

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 238 KB

english, 2000

15

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 8. Generalized Non-Hermitian Eigenvalue Problems

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 463 KB

english, 2000

16

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 7. Non-Hermitian Eigenvalue Problems

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 807 KB

english, 2000

17

Computing the singular value decomposition with high relative accuracy

James Demmel, Ming Gu, Stanley Eisenstat, Ivan Slapničar, Krešimir Veselić, Zlatko Drmač

Journal:

Linear Algebra and its Applications

Year:

1999

Language:

english

File:

PDF, 480 KB

english, 1999

18

The Componentwise Distance to the Nearest Singular Matrix

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

1992

Language:

english

File:

PDF, 1.14 MB

english, 1992

19

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 10. Common Issues

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 237 KB

english, 2000

20

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 11. Preconditioning Techniques

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 2.13 MB

english, 2000

21

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || 9. Nonlinear Eigenvalue Problems

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 378 KB

english, 2000

22

[IEEE Distributed Processing Symposium (IPDPS) - Anchorage, AK, USA (2011.05.16-2011.05.20)] 2011 IEEE International Parallel & Distributed Processing Symposium - Communication-Avoiding QR Decomposition for GPUs

Anderson, Michael, Ballard, Grey, Demmel, James, Keutzer, Kurt

Year:

2011

Language:

english

File:

PDF, 1.56 MB

english, 2011

23

Communication-Avoiding Symmetric-Indefinite Factorization

Ballard, Grey, Becker, Dulceneia, Demmel, James, Dongarra, Jack, Druinsky, Alex, Peled, Inon, Schwartz, Oded, Toledo, Sivan, Yamazaki, Ichitaro

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2014

Language:

english

File:

PDF, 1.07 MB

english, 2014

24

Avoiding Communication in Nonsymmetric Lanczos-Based Krylov Subspace Methods

Carson, Erin, Knight, Nicholas, Demmel, James

Journal:

SIAM Journal on Scientific Computing

Year:

2013

Language:

english

File:

PDF, 502 KB

english, 2013

25

[IEEE Distributed Processing Symposium (IPDPS) - Anchorage, AK, USA (2011.05.16-2011.05.20)] 2011 IEEE International Parallel & Distributed Processing Symposium - Reduced-Bandwidth Multithreaded Algorithms for Sparse Matrix-Vector Multiplication

Buluç, Aydin, Williams, Samuel, Oliker, Leonid, Demmel, James

Year:

2011

Language:

english

File:

PDF, 1.42 MB

english, 2011

26

Communication Avoiding Rank Revealing QR Factorization with Column Pivoting

Demmel, James W., Grigori, Laura, Gu, Ming, Xiang, Hua

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2015

Language:

english

File:

PDF, 1021 KB

english, 2015

27

OSKI: A library of automatically tuned sparse matrix kernels

Vuduc, Richard, Demmel, James W, Yelick, Katherine A

Journal:

Journal of Physics Conference Series

Year:

2005

Language:

english

File:

PDF, 166 KB

english, 2005

28

Templates for the Solution of Linear Systems: Building Blocks for Iterative Methods || Appendix C: Glossary

Barrett, Richard, Berry, Michael, Chan, Tony F., Demmel, James, Donato, June, Dongarra, Jack, Eijkhout, Victor, Pozo, Roldan, Romine, Charles, van der Vorst, Henk

Year:

1994

Language:

english

File:

PDF, 304 KB

english, 1994

29

Templates for the Solution of Linear Systems: Building Blocks for Iterative Methods || 2. Iterative Methods

Barrett, Richard, Berry, Michael, Chan, Tony F., Demmel, James, Donato, June, Dongarra, Jack, Eijkhout, Victor, Pozo, Roldan, Romine, Charles, van der Vorst, Henk

Year:

1994

Language:

english

File:

PDF, 1.67 MB

english, 1994

30

Templates for the Solution of Linear Systems: Building Blocks for Iterative Methods || Appendix A: Obtaining the Software

Barrett, Richard, Berry, Michael, Chan, Tony F., Demmel, James, Donato, June, Dongarra, Jack, Eijkhout, Victor, Pozo, Roldan, Romine, Charles, van der Vorst, Henk

Year:

1994

Language:

english

File:

PDF, 78 KB

english, 1994

31

LAPACK: A portable linear algebra library for high-performance computers

Journal:

Concurrency and Computation: Practice and Experience

Year:

1991

Language:

english

File:

PDF, 776 KB

english, 1991

32

Simulation software for the Utah/MIT dextrous hand

Kenneth Perlin, James W. Demmel, Paul K. Wright

Journal:

Robotics and Computer-Integrated Manufacturing

Year:

1989

Language:

english

File:

PDF, 5.42 MB

english, 1989

33

On structure-exploiting trust-region regularized nonlinear least squares algorithms for neural-network learning

Eiji Mizutani, James W. Demmel

Journal:

Neural Networks

Year:

2003

Language:

english

File:

PDF, 240 KB

english, 2003

34

On condition numbers and the distance to the nearest ill-posed problem

James Weldon Demmel

Journal:

Numerische Mathematik

Year:

1987

Language:

english

File:

PDF, 1.71 MB

english, 1987

35

When cache blocking of sparse matrix vector multiply works and why

Rajesh Nishtala, Richard W. Vuduc, James W. Demmel, Katherine A. Yelick

Journal:

Applicable Algebra in Engineering, Communication and Computing

Year:

2007

Language:

english

File:

PDF, 390 KB

english, 2007

36

Fast matrix multiplication is stable

James Demmel, Ioana Dumitriu, Olga Holtz, Robert Kleinberg

Journal:

Numerische Mathematik

Year:

2007

Language:

english

File:

PDF, 358 KB

english, 2007

37

An inverse free parallel spectral divide and conquer algorithm for nonsymmetric eigenproblems

Zhaojun Bai, James Demmel, Ming Gu

Journal:

Numerische Mathematik

Year:

1997

Language:

english

File:

PDF, 284 KB

english, 1997

38

Accurate Singular Values of Bidiagonal Matrices

Demmel, James, Kahan, W.

Journal:

SIAM Journal on Scientific and Statistical Computing

Year:

1990

Language:

english

File:

PDF, 4.53 MB

english, 1990

39

Communication-optimal Parallel and Sequential QR and LU Factorizations

Demmel, James, Grigori, Laura, Hoemmen, Mark, Langou, Julien

Journal:

SIAM Journal on Scientific Computing

Year:

2012

Language:

english

File:

PDF, 783 KB

english, 2012

40

Performance and Accuracy of LAPACK's Symmetric Tridiagonal Eigensolvers

Demmel, James W., Marques, Osni A., Parlett, Beresford N., Vömel, Christof

Journal:

SIAM Journal on Scientific Computing

Year:

2008

Language:

english

File:

PDF, 841 KB

english, 2008

41

Nonnegative Diagonals and High Performance on Low-Profile Matrices from Householder QR

Demmel, James W., Hoemmen, Mark, Hida, Yozo, Riedy, E. Jason

Journal:

SIAM Journal on Scientific Computing

Year:

2009

Language:

english

File:

PDF, 215 KB

english, 2009

42

An Asynchronous Parallel Supernodal Algorithm for Sparse Gaussian Elimination

Demmel, James W., Gilbert, John R., Li, Xiaoye S.

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

1999

Language:

english

File:

PDF, 592 KB

english, 1999

43

Communication-Avoiding Krylov Techniques on Graphic Processing Units

MehriDehnavi, Maryam, El-Kurdi, Yousef, Demmel, James, Giannacopoulos, Dennis

Journal:

IEEE Transactions on Magnetics

Year:

2013

Language:

english

File:

PDF, 567 KB

english, 2013

44

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || Front Matter

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 276 KB

english, 2000

45

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || Appendix: Of Things Not Treated

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 76 KB

english, 2000

46

Templates for the Solution of Algebraic Eigenvalue Problems (A Practical Guide) || Back Matter

Bai, Zhaojun, Demmel, James, Dongarra, Jack, Ruhe, Axel, van der Vorst, Henk

Year:

2000

Language:

english

File:

PDF, 249 KB

english, 2000

47

Applied Numerical Linear Algebra || 7. Iterative Methods for Eigenvalue Problems

Demmel, James W.

Year:

1997

Language:

english

File:

PDF, 7.19 MB

english, 1997

48

Applied Numerical Linear Algebra || 3. Linear Least Squares Problems

Demmel, James W.

Year:

1997

Language:

english

File:

PDF, 4.43 MB

english, 1997

49

Applied Numerical Linear Algebra || 6. Iterative Methods for Linear Systems

Demmel, James W.

Year:

1997

Language:

english

File:

PDF, 5.54 MB

english, 1997

50

Applied Numerical Linear Algebra || 1. Introduction

Demmel, James W.

Year:

1997

Language:

english

File:

PDF, 2.54 MB

english, 1997