Eldén, Lars; Trendafilov, Nickolay Semi-sparse PCA. (English) Zbl 1431.62529 Psychometrika 84, No. 1, 164-185 (2019). MSC: 62P15 62H25 62R30 15A23 PDFBibTeX XMLCite \textit{L. Eldén} and \textit{N. Trendafilov}, Psychometrika 84, No. 1, 164--185 (2019; Zbl 1431.62529) Full Text: DOI Link
Eldén, Lars; Ahmadi-Asl, Salman Solving bilinear tensor least squares problems and application to Hammerstein identification. (English) Zbl 1513.65130 Numer. Linear Algebra Appl. 26, No. 2, e2226, 18 p. (2019). MSC: 65F99 65K10 15A69 93E24 PDFBibTeX XMLCite \textit{L. Eldén} and \textit{S. Ahmadi-Asl}, Numer. Linear Algebra Appl. 26, No. 2, e2226, 18 p. (2019; Zbl 1513.65130) Full Text: DOI Link
Eldén, Lars Computing Fréchet derivatives in partial least squares regression. (English) Zbl 1312.62085 Linear Algebra Appl. 473, 316-338 (2015). MSC: 62J05 65F10 PDFBibTeX XMLCite \textit{L. Eldén}, Linear Algebra Appl. 473, 316--338 (2015; Zbl 1312.62085) Full Text: DOI
Simonsson, Lennart; Eldén, Lars Grassmann algorithms for low rank approximation of matrices with missing values. (English) Zbl 1186.65050 BIT 50, No. 1, 173-191 (2010). MSC: 65F20 15A83 PDFBibTeX XMLCite \textit{L. Simonsson} and \textit{L. Eldén}, BIT 50, No. 1, 173--191 (2010; Zbl 1186.65050) Full Text: DOI Link
Eldén, Lars Matrix methods in data mining and pattern recognition. (English) Zbl 1120.68092 Fundamentals of Algorithms 4. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (ISBN 978-0-898716-26-9). x, 224 p. (2007). Reviewer: Constantin Popa (Constanţa) MSC: 68T10 68T05 68-01 65F10 65F15 65F25 68U10 68U15 65Y15 PDFBibTeX XMLCite \textit{L. Eldén}, Matrix methods in data mining and pattern recognition. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (2007; Zbl 1120.68092)
Savas, Berkant; Eldén, Lars Handwritten digit classification using higher order singular value decomposition. (English) Zbl 1119.68188 Pattern Recognition 40, No. 3, 993-1003 (2007). MSC: 68T10 PDFBibTeX XMLCite \textit{B. Savas} and \textit{L. Eldén}, Pattern Recognition 40, No. 3, 993--1003 (2007; Zbl 1119.68188) Full Text: DOI
Eldén, Lars Partial least-squares vs. Lanczos bidiagonalization. I: Analysis of a projection method for multiple regression. (English) Zbl 1429.62288 Comput. Stat. Data Anal. 46, No. 1, 11-31 (2004). MSC: 62J05 62J07 62H25 PDFBibTeX XMLCite \textit{L. Eldén}, Comput. Stat. Data Anal. 46, No. 1, 11--31 (2004; Zbl 1429.62288) Full Text: DOI
Eldén, Lars Solving quadratically constrained least squares problems using a differential-geometric approach. (English) Zbl 1006.65037 BIT 42, No. 2, 323-335 (2002). MSC: 65F20 PDFBibTeX XMLCite \textit{L. Eldén}, BIT 42, No. 2, 323--335 (2002; Zbl 1006.65037) Full Text: DOI
Kim, Myungwon; Park, Haesun; Eldén, Lars Comparison of algorithms for Toeplitz least squares and symmetric positive definite linear systems. (English) Zbl 1004.65050 Olshevsky, V. (ed.), Structured matrices in mathematics, computer science, and engineering II. Proceedings of an AMS-IMS-SIAM joint summer research conference, University of Colorado, Boulder, CO, USA, June 27-July 1, 1999. Providence, RI: American Mathematical Society (AMS). Contemp. Math. 281, 73-99 (2001). MSC: 65F20 PDFBibTeX XMLCite \textit{M. Kim} et al., Contemp. Math. 281, 73--99 (2001; Zbl 1004.65050)
Berntsson, Fredrik; Eldén, Lars Numerical solution of a Cauchy problem for the Laplace equation. (English) Zbl 0993.65119 Inverse Probl. 17, No. 4, 839-853 (2001). Reviewer: Leonid B.Chubarov (Novosibirsk) MSC: 65N21 30C20 65N06 65F22 35J05 35R30 65N50 PDFBibTeX XMLCite \textit{F. Berntsson} and \textit{L. Eldén}, Inverse Probl. 17, No. 4, 839--853 (2001; Zbl 0993.65119) Full Text: DOI
Park, Haesun; Eldén, Lars Schur-type methods for solving least squares problems with Toeplitz structure. (English) Zbl 0970.65035 SIAM J. Sci. Comput. 22, No. 2, 406-430 (2000). Reviewer: R.P.Tewarson (Stony Brook) MSC: 65F20 65F35 65F05 PDFBibTeX XMLCite \textit{H. Park} and \textit{L. Eldén}, SIAM J. Sci. Comput. 22, No. 2, 406--430 (2000; Zbl 0970.65035) Full Text: DOI
Eldén, Lars; Park, Haesun A Procrustes problem on the Stiefel manifold. (English) Zbl 0934.65052 Numer. Math. 82, No. 4, 599-619 (1999). Reviewer: F.Szidarovszky (Tucson) MSC: 65F20 15A24 PDFBibTeX XMLCite \textit{L. Eldén} and \textit{H. Park}, Numer. Math. 82, No. 4, 599--619 (1999; Zbl 0934.65052) Full Text: DOI
Dax, A.; Eldén, L. Approximating minimum norm solutions of rank-deficient least squares problems. (English) Zbl 0941.65040 Numer. Linear Algebra Appl. 5, No. 2, 79-99 (1998). Reviewer: J.Kofroň (Praha) MSC: 65F20 65F22 PDFBibTeX XMLCite \textit{A. Dax} and \textit{L. Eldén}, Numer. Linear Algebra Appl. 5, No. 2, 79--99 (1998; Zbl 0941.65040) Full Text: DOI
Eldén, L.; Park, H. Block downdating of least squares solutions. (English) Zbl 0808.65041 SIAM J. Matrix Anal. Appl. 15, No. 3, 1018-1034 (1994). Reviewer: R.P.Tewarson (Stony Brook) MSC: 65F20 65F35 PDFBibTeX XMLCite \textit{L. Eldén} and \textit{H. Park}, SIAM J. Matrix Anal. Appl. 15, No. 3, 1018--1034 (1994; Zbl 0808.65041) Full Text: DOI
Björck, Å.; Park, H.; Eldén, L. Accurate downdating of least squares solutions. (English) Zbl 0811.65034 SIAM J. Matrix Anal. Appl. 15, No. 2, 549-568 (1994). Reviewer: Xu Chengxian (Xian) MSC: 65F20 PDFBibTeX XMLCite \textit{Å. Björck} et al., SIAM J. Matrix Anal. Appl. 15, No. 2, 549--568 (1994; Zbl 0811.65034) Full Text: DOI
Eldén, Lars Algorithms for the computation of functionals defined on the solution of a discrete ill-posed problem. (English) Zbl 0702.65041 BIT 30, No. 3, 466-483 (1990). Reviewer: P.C.Hansen MSC: 65F20 PDFBibTeX XMLCite \textit{L. Eldén}, BIT 30, No. 3, 466--483 (1990; Zbl 0702.65041) Full Text: DOI
Eldén, Lars; Schreiber, Robert A systolic array for the regularization of ill-conditioned least-squares problem with triangular Toeplitz matrix. (English) Zbl 0587.65032 Linear Algebra Appl. 77, 137-147 (1986). MSC: 65F20 PDFBibTeX XMLCite \textit{L. Eldén} and \textit{R. Schreiber}, Linear Algebra Appl. 77, 137--147 (1986; Zbl 0587.65032) Full Text: DOI
Eldén, Lars A note on the computation of the generalized cross-validation function for ill-conditioned least squares problems. (English) Zbl 0554.65029 BIT 24, 467-472 (1984). Reviewer: N.Köckler MSC: 65F20 65C99 62J05 PDFBibTeX XMLCite \textit{L. Eldén}, BIT 24, 467--472 (1984; Zbl 0554.65029) Full Text: DOI
Eldén, Lars An algorithm for the regularization of ill-conditioned, banded least squares problems. (English) Zbl 0546.65014 SIAM J. Sci. Stat. Comput. 5, 237-254 (1984). Reviewer: N.Köckler MSC: 65F20 65D10 PDFBibTeX XMLCite \textit{L. Eldén}, SIAM J. Sci. Stat. Comput. 5, 237--254 (1984; Zbl 0546.65014) Full Text: DOI
Eldén, Lars An efficient algorithm for the regularization of ill-conditioned least squares problems with triangular Toeplitz matrix. (English) Zbl 0546.65013 SIAM J. Sci. Stat. Comput. 5, 229-236 (1984). Reviewer: N.Köckler MSC: 65F20 65R20 45D05 62M10 PDFBibTeX XMLCite \textit{L. Eldén}, SIAM J. Sci. Stat. Comput. 5, 229--236 (1984; Zbl 0546.65013) Full Text: DOI
Elden, Lars A weighted pseudoinverse, generalized singular values, and constrained least squares problems. (English) Zbl 0509.65019 BIT 22, 487-502 (1982). MSC: 65F20 65F15 15A09 15A18 62J05 PDFBibTeX XMLCite \textit{L. Elden}, BIT 22, 487--502 (1982; Zbl 0509.65019) Full Text: DOI
Elden, Lars Perturbation theory for the least squares problem with linear equality constraints. (English) Zbl 0469.65023 SIAM J. Numer. Anal. 17, 338-350 (1980). MSC: 65F20 65D10 62J05 65F35 15A09 PDFBibTeX XMLCite \textit{L. Elden}, SIAM J. Numer. Anal. 17, 338--350 (1980; Zbl 0469.65023) Full Text: DOI