Publications for Lars Eldén
Co-author map based on ISI articles 2007-
Journal Articles
Berkant Savas and Lars Eldén
Krylov-type methods for tensor computations I
Linear Algebra and its Applications, 2013, 438, 891-918.
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Lars Eldén and Valeria Simoncini
SOLVING ILL-POSED LINEAR SYSTEMS WITH GMRES AND A SINGULAR PRECONDITIONER
SIAM Journal on Matrix Analysis and Applications, 2012, 33, 1369-1394.
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Lars Eldén and Berkant Savas
Perturbation Theory and Optimality Conditions for the Best Multilinear Rank Approximation of a Tensor
SIAM Journal on Matrix Analysis and Applications, 2011, 32(4), 1422-1450.
Fulltext Web of Science® Times Cited: 2 |
Mansoor Rezgi and Lars Eldén
Diagonalization of Tensors with Circulant Structure
Linear Algebra and its Applications, 2011, 435(3), 422-447.
Fulltext Web of Science® Times Cited: 4 |
Xiao-Li Feng, Lars Eldén and Chu-Li Fu
A quasi-boundary-value method for the Cauchy problem for elliptic equations with nonhomogeneous Neumann data
Journal of Inverse and Ill-Posed Problems, 2010, 18(6), 617-645.
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Xiao-Li Feng, Lars Eldén and Chu-Li Fu
Stability and regularization of a backward parabolic PDE with variable coefficients
Journal of Inverse and Ill-Posed Problems, 2010, 18, 217-243.
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Lennart Simonsson and Lars Elden
Grassmann algorithms for low rank approximation of matrices with missing values
BIT NUMERICAL MATHEMATICS, 2010, 50(1), 173-191.
Fulltext Web of Science® Times Cited: 1 |
Lars Eldén and Valeria Simoncini
A numerical solution of a Cauchy problem for an elliptic equation by Krylov subspaces
INVERSE PROBLEMS, 2009, 25(6), 065002.
Fulltext Web of Science® Times Cited: 6 |
Rasmus Bro and Lars Elden
PLS works
Journal of Chemometrics, 2009, 23(1-2), 69-71.
Web of Science® Times Cited: 6 |
Lars Eldén and Berkant Savas
A Newton-Grassmann method for computing the best multilinear rank-(r1,r2,r3) approximation of a tensor
SIAM Journal on Matrix Analysis and Applications, 2009, 32(2), 248-271.
Web of Science® Times Cited: 22 |
Zohreh Ranjbar and Lars Elden
Numerical analysis of an ill-posed Cauchy problem for a convection - Diffusion equation
Inverse Problems in Science and Engineering, 2007, 15(3), 191-211.
Web of Science® Times Cited: 3 |
Berkant Savas and Lars Eldén
Handwritten digit classification using higher order singular value decomposition
Pattern Recognition, 2007, 40(3), 993-1003.
Web of Science® Times Cited: 39 |
Lars Elden
Numerical linear algebra in data mining
Acta Numerica, 2006, 15, 327-384.
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Lars Elden and Berkant Savas
The maximum likelihood estimate in reduced-rank regression
Numerical Linear Algebra with Applications, 2005, 12(8), 731-741.
Web of Science® Times Cited: 2 |
Lars Elden and Fredrik Berntsson
A stability estimate for a Cauchy problem for an elliptic partial differential equation
Inverse Problems, 2005, 21(5), 1643-1653.
Web of Science® Times Cited: 7 |
Lars Elden, Per Christian Hansen and Marielba Rojas
Minimization of linear functionals defined on solutions of large-scale discrete Ill-posed problems
BIT Numerical Mathematics, 2005, 45(2), 329-340.
Web of Science® Times Cited: 2 |
Lars Elden
Partial least-squares vs. Lanczos bidiagonalization-I: Analysis of a projection method for multiple regression
Computational Statistics & Data Analysis, 2004, 46(1), 11-31.
Web of Science® Times Cited: 26 |
Lars Elden
Partial Least Squares vs. Lanczos Bidiagonalization I: Analysis of a Projection Method for Multiple Regression
Computational statistics & data analysis., 2004, 46, 11-31.
Web of Science® Times Cited: 26 |
Lars Elden
Solving quadratically constrained least squares problems using a differential-geometric approach
BIT Numerical Mathematics, 2002, 42(2), 323-335.
Web of Science® Times Cited: 3 |
V Simoncini and Lars Elden
Inexact Rayleigh quotient-type methods for eigenvalue computations
BIT Numerical Mathematics, 2002, 42(1), 159-182.
Web of Science® Times Cited: 43 |
E. Lundstrom and Lars Elden
Adaptive eigenvalue computations using Newton's method on the Grassmann manifold
SIAM Journal on Matrix Analysis and Applications, 2002, 23(3), 819-839.
Web of Science® Times Cited: 19 |
Fredrik Berntsson and Lars Eldén
Numerical solution of a Cauchy problem for the Laplace equation
Inverse Problems, 2001, 17(4), 839-853.
Web of Science® Times Cited: 45 |
H Park and Lars Elden
Schur-type methods for solving least squares problems with Toeplitz structure
SIAM Journal on Scientific Computing, 2000, 22(2), 406-430.
Web of Science® Times Cited: 4 |
Lars Elden, Fredrik Berntsson and Teresa Reginska
Wavelet and Fourier methods for solving the sideways heat equation
SIAM Journal on Scientific Computing, 2000, 21(6), 2187-2205.
Web of Science® Times Cited: 100 |
Books
Chapters in Books
Conference Articles
Martin Fagerlund, Magnus Merkel, Lars Eldén and Lars Ahrenberg
Computing Word Senses by Semantic Mirroring and Spectral Graph Partitioning
Proceedings of TextGraphs-5 - 2010 Workshop on Graph-based Methods for Natural Language Processing, 2010.
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Lars Elden and Berkant Savas
Pattern Recognition using Higher Order SVD
3rd IASC world conference onComputational Statistics and Data Analysis,2005, 2005.
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Lars Elden
Multi-linear mappings, SVD, HOSVD, and the numerical solution of ill-conditioned tensor least squares problems
Second Workshop on Tensor Decompositions and Applications TDA05,2005, 2005.
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Fredrik Berntsson and Lars Elden
Numerical Solution of Cauchy Problems for Elliptic Equations in "Rectangle-like" Geometries
FEMLAB Conference,2005, 2005.
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Rebecka Domeij Bäckryd and Lars Elden
Simulation of heat transfer on a gas sensor component
FEMLAB Conference,2005, 2005.
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Lars Elden
Numerical Solution of Cauchy Problems for Elliptic PDE's in ComplexGeometries
Applied Inverse Problems,2003, 2003.
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Lars Elden
Numerical Solution of Cauchy Problems for Elliptic PDE's in ComplexGeometries
Conference on Numerical Analysis,2003, 2003.
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Lars Elden
The Maximum Likelihood Estimate in Reduced-Rank Regression
Numerical Linear Algebra and its Applications,2003, 2003.
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Fredrik Berntsson and Lars Eldén
Numerical Solution of an Inverse Steady State Heat Conduction Problem
International Symposium on Inverse Problems In Engineering Mechanics, Nagano, Japan, March 2000, 2000.
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Fredrik Berntsson and Lars Eldén
An inverse heat conduction problem and an application to heat treatment of aluminium
Inverse Problems in Engineering Mechanics II, 2000.
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Fredrik Berntsson and Lars Eldén
Spectral and Wavelet Methods for Solving an Inverse Heat Conduction Problem
Inverse Problems in Engineering Mechanics, 1998.
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Fredrik Berntsson, Lars Eldén, Dan Loyd and Ricardo Garcia-Padrón
A Comparison of Three Numerical Methods for an Inverse Heat Conduction Problem and an Industrial Application
Numerical Methods in Thermal Problems Conference, University of Wales, Swansea, 1997.
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Ph.D. Theses
Reports
Zohreh Ranjbar and Lars Eldén
A Preconditioned GMRES Method for Solving a 1D Sideways Heat Equation
LiTH-MAT-R, 2010:6, 2010.
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Zohreh Ranjbar and Lars Eldén
A Preconditioned GMRES Method for Solving a Sideways Parabolic Equation in Two Space Dimensions
LiTH-MAT-R, 2010:3, 2010.
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Zohreh Ranjbar and Lars Eldén
A Sideways Heat Equation Applied to the Measurement of the Gas Temperature in a Combustion Chamber
LiTH-MAT-R, 2010:2, 2010.
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Joakim Löw, Anders Ynnerman and Lars Eldén
Numerical Analysis of BRDFs for Inverse Rendering
Chalmers University of Technology. Department of Architecture, 2009:13, 2009.
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Mansoor Rezghi and Lars Elden
Diagonalization of circulant tensors with application in image deblurring
LiTH-MAT-R, 10, 2008.
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Lars Elden
The Eigenvalues of the Google Matrix
LiTH-MAT-R, 1, 2004.
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Lars Elden and Berkant Savas
The Maximum likelihood estimate in reduced-rank regression
LiTH-MAT-R, 31, 2003.
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Ph.D., Lic. Theses
