Huang, Guangxin; Liu, Yuanyuan; Yin, Feng Tikhonov regularization with MTRSVD method for solving large-scale discrete ill-posed problems. (English) Zbl 1480.65093 J. Comput. Appl. Math. 405, Article ID 113969, 10 p. (2022). MSC: 65F22 15A06 PDFBibTeX XMLCite \textit{G. Huang} et al., J. Comput. Appl. Math. 405, Article ID 113969, 10 p. (2022; Zbl 1480.65093) Full Text: DOI
Du, Yi-Shu; Hayami, Ken; Zheng, Ning; Morikuni, Keiichi; Yin, Jun-Feng Kaczmarz-type inner-iteration preconditioned flexible GMRES methods for consistent linear systems. (English) Zbl 1490.65049 SIAM J. Sci. Comput. 43, No. 5, S345-S366 (2021). MSC: 65F10 65F08 65F20 65F50 15A06 PDFBibTeX XMLCite \textit{Y.-S. Du} et al., SIAM J. Sci. Comput. 43, No. 5, S345--S366 (2021; Zbl 1490.65049) Full Text: DOI
Du, Yi-Shu; Hayami, Ken; Zheng, Ning; Morikuni, Keiichi; Yin, Jun-Feng Kaczmarz-type inner-iteration preconditioned flexible GMRES methods for consistent linear systems. (English) Zbl 1512.65045 SIAM J. Sci. Comput. 43, No. 3, S345-S366 (2021). MSC: 65F10 15A06 65F08 65F50 PDFBibTeX XMLCite \textit{Y.-S. Du} et al., SIAM J. Sci. Comput. 43, No. 3, S345--S366 (2021; Zbl 1512.65045) Full Text: DOI arXiv
Chi, Jocelyn T.; Ipsen, Ilse C. F. Multiplicative perturbation bounds for multivariate multiple linear regression in Schatten \(p\)-norms. (English) Zbl 1467.15015 Linear Algebra Appl. 624, 87-102 (2021). Reviewer: Mohammad Sal Moslehian (Mashhad) MSC: 15A60 15A09 15A10 15A45 62H20 47A30 PDFBibTeX XMLCite \textit{J. T. Chi} and \textit{I. C. F. Ipsen}, Linear Algebra Appl. 624, 87--102 (2021; Zbl 1467.15015) Full Text: DOI arXiv
Malik, Osman Asif; Becker, Stephen Fast randomized matrix and tensor interpolative decomposition using countsketch. (English) Zbl 1469.65089 Adv. Comput. Math. 46, No. 6, Paper No. 76, 27 p. (2020). MSC: 65F99 15A23 PDFBibTeX XMLCite \textit{O. A. Malik} and \textit{S. Becker}, Adv. Comput. Math. 46, No. 6, Paper No. 76, 27 p. (2020; Zbl 1469.65089) Full Text: DOI arXiv
Malik, Osman Asif; Becker, Stephen Guarantees for the Kronecker fast Johnson-Lindenstrauss transform using a coherence and sampling argument. (English) Zbl 1444.15009 Linear Algebra Appl. 602, 120-137 (2020). Reviewer: Tin Yau Tam (Reno) MSC: 15A45 15A69 15A04 65F35 PDFBibTeX XMLCite \textit{O. A. Malik} and \textit{S. Becker}, Linear Algebra Appl. 602, 120--137 (2020; Zbl 1444.15009) Full Text: DOI arXiv
Richtárik, Peter; Takáč, Martin Stochastic reformulations of linear systems: algorithms and convergence theory. (English) Zbl 1440.65045 SIAM J. Matrix Anal. Appl. 41, No. 2, 487-524 (2020). MSC: 65F10 15A06 15B52 68W20 65N75 65Y20 68Q25 68W40 90C20 PDFBibTeX XMLCite \textit{P. Richtárik} and \textit{M. Takáč}, SIAM J. Matrix Anal. Appl. 41, No. 2, 487--524 (2020; Zbl 1440.65045) Full Text: DOI arXiv
Trogdon, Thomsa On spectral and numerical properties of random butterfly matrices. (English) Zbl 1507.15024 Appl. Math. Lett. 95, 48-58 (2019). MSC: 15B52 60B20 15B10 PDFBibTeX XMLCite \textit{T. Trogdon}, Appl. Math. Lett. 95, 48--58 (2019; Zbl 1507.15024) Full Text: DOI arXiv
Battaglino, Casey; Ballard, Grey; Kolda, Tamara G. A practical randomized CP tensor decomposition. (English) Zbl 1444.65016 SIAM J. Matrix Anal. Appl. 39, No. 2, 876-901 (2018). Reviewer: Gunther Schmidt (München) MSC: 65F99 15A69 68W20 PDFBibTeX XMLCite \textit{C. Battaglino} et al., SIAM J. Matrix Anal. Appl. 39, No. 2, 876--901 (2018; Zbl 1444.65016) Full Text: DOI arXiv
Shabat, Gil; Shmueli, Yaniv; Aizenbud, Yariv; Averbuch, Amir Randomized LU decomposition. (English) Zbl 1380.65077 Appl. Comput. Harmon. Anal. 44, No. 2, 246-272 (2018). MSC: 65F20 65F05 15B52 PDFBibTeX XMLCite \textit{G. Shabat} et al., Appl. Comput. Harmon. Anal. 44, No. 2, 246--272 (2018; Zbl 1380.65077) Full Text: DOI arXiv
Scott, Jennifer; Tuma, Miroslav Preconditioning of linear least squares by robust incomplete factorization for implicitly held normal equations. (English) Zbl 1348.65066 SIAM J. Sci. Comput. 38, No. 6, C603-C623 (2016). MSC: 65F08 65F20 65F50 15A06 15A23 PDFBibTeX XMLCite \textit{J. Scott} and \textit{M. Tuma}, SIAM J. Sci. Comput. 38, No. 6, C603--C623 (2016; Zbl 1348.65066) Full Text: DOI
Bourgain, Jean; Dirksen, Sjoerd; Nelson, Jelani Toward a unified theory of sparse dimensionality reduction in Euclidean space. (English) Zbl 1341.46007 Geom. Funct. Anal. 25, No. 4, 1009-1088 (2015). Reviewer: Jan-David Hardtke (Berlin) MSC: 46B07 15B52 90C25 65F50 PDFBibTeX XMLCite \textit{J. Bourgain} et al., Geom. Funct. Anal. 25, No. 4, 1009--1088 (2015; Zbl 1341.46007) Full Text: DOI arXiv
Holodnak, John T.; Ipsen, Ilse C. F. Randomized approximation of the Gram matrix: exact computation and probabilistic bounds. (English) Zbl 1330.65061 SIAM J. Matrix Anal. Appl. 36, No. 1, 110-137 (2015). MSC: 65F20 65F35 15A18 65C05 68W20 PDFBibTeX XMLCite \textit{J. T. Holodnak} and \textit{I. C. F. Ipsen}, SIAM J. Matrix Anal. Appl. 36, No. 1, 110--137 (2015; Zbl 1330.65061) Full Text: DOI arXiv Backlinks: MO
Ipsen, Ilse C. F.; Wentworth, Thomas The effect of coherence on sampling from matrices with orthonormal columns, and preconditioned least squares problems. (English) Zbl 1359.65063 SIAM J. Matrix Anal. Appl. 35, No. 4, 1490-1520 (2014). MSC: 65F35 65F08 65F20 15A12 15B52 15B10 PDFBibTeX XMLCite \textit{I. C. F. Ipsen} and \textit{T. Wentworth}, SIAM J. Matrix Anal. Appl. 35, No. 4, 1490--1520 (2014; Zbl 1359.65063) Full Text: DOI arXiv
Meng, Xiangrui; Saunders, Michael A.; Mahoney, Michael W. LSRN: A parallel iterative solver for strongly over- or underdetermined systems. (English) Zbl 1298.65053 SIAM J. Sci. Comput. 36, No. 2, 95-118 (2014). Reviewer: Constantin Popa (Constanţa) MSC: 65F08 65F10 65F20 65F22 65F35 65F50 15B52 65Y05 PDFBibTeX XMLCite \textit{X. Meng} et al., SIAM J. Sci. Comput. 36, No. 2, 95--118 (2014; Zbl 1298.65053) Full Text: DOI arXiv Link
Avron, Haim; Boutsidis, Christos Faster subset selection for matrices and applications. (English) Zbl 1425.65059 SIAM J. Matrix Anal. Appl. 34, No. 4, 1464-1499 (2013). MSC: 65F30 15B52 15A18 90C27 PDFBibTeX XMLCite \textit{H. Avron} and \textit{C. Boutsidis}, SIAM J. Matrix Anal. Appl. 34, No. 4, 1464--1499 (2013; Zbl 1425.65059) Full Text: DOI arXiv