El Hachimi, Anas; Jbilou, Khalide; Ratnani, Ahmed; Reichel, Lothar Spectral computation with third-order tensors using the t-product. (English) Zbl 1526.65017 Appl. Numer. Math. 193, 1-21 (2023). MSC: 65F99 15A69 PDFBibTeX XMLCite \textit{A. El Hachimi} et al., Appl. Numer. Math. 193, 1--21 (2023; Zbl 1526.65017) Full Text: DOI arXiv
Dufrenois, Franck; El Ichi, Alaa; Jbilou, Khalide Multilinear discriminant analysis using tensor-tensor products. (English) Zbl 1524.65130 J. Math. Model. 11, No. 1, 83-101 (2023). MSC: 65F10 15A69 65F22 PDFBibTeX XMLCite \textit{F. Dufrenois} et al., J. Math. Model. 11, No. 1, 83--101 (2023; Zbl 1524.65130) Full Text: DOI arXiv
Boubekraoui, Maryam; Bentbib, Abdeslem Hafid; Jbilou, Khalide Vector Aitken extrapolation method for multilinear PageRank computations. (English) Zbl 1509.65027 J. Appl. Math. Comput. 69, No. 1, 1145-1172 (2023). MSC: 65F15 15A18 15A69 65B05 05C81 PDFBibTeX XMLCite \textit{M. Boubekraoui} et al., J. Appl. Math. Comput. 69, No. 1, 1145--1172 (2023; Zbl 1509.65027) Full Text: DOI
Bentbib, A. H.; El Ghomari, M.; Jbilou, K.; Reichel, L. The global Golub-Kahan method and Gauss quadrature for tensor function approximation. (English) Zbl 07644382 Numer. Algorithms 92, No. 1, 5-34 (2023). MSC: 65-XX PDFBibTeX XMLCite \textit{A. H. Bentbib} et al., Numer. Algorithms 92, No. 1, 5--34 (2023; Zbl 07644382) Full Text: DOI
El Guide, M.; El Ichi, A.; Jbilou, K.; Beik, F. P. A. Tensor Krylov subspace methods via the Einstein product with applications to image and video processing. (English) Zbl 1497.65083 Appl. Numer. Math. 181, 347-363 (2022). MSC: 65F99 15A69 65F10 65F22 65K10 65D18 PDFBibTeX XMLCite \textit{M. El Guide} et al., Appl. Numer. Math. 181, 347--363 (2022; Zbl 1497.65083) Full Text: DOI arXiv
Bentbib, A. H.; El Hachimi, A.; Jbilou, K.; Ratnani, A. Fast multidimensional completion and principal component analysis methods via the cosine product. (English) Zbl 1492.65122 Calcolo 59, No. 3, Paper No. 26, 33 p. (2022). MSC: 65F99 15A23 15A69 15A83 62H25 90C25 94A08 PDFBibTeX XMLCite \textit{A. H. Bentbib} et al., Calcolo 59, No. 3, Paper No. 26, 33 p. (2022; Zbl 1492.65122) Full Text: DOI
Bentbib, A. H.; Ghomari, M. El; Jbilou, K. An extended-rational Arnoldi method for large matrix exponential evaluations. (English) Zbl 1492.65117 J. Sci. Comput. 91, No. 2, Paper No. 36, 23 p. (2022). MSC: 65F60 65D15 15A16 PDFBibTeX XMLCite \textit{A. H. Bentbib} et al., J. Sci. Comput. 91, No. 2, Paper No. 36, 23 p. (2022; Zbl 1492.65117) Full Text: DOI
Hamadi, M. A.; Jbilou, K.; Ratnani, A. A model reduction method in large scale dynamical systems using an extended-rational block Arnoldi method. (English) Zbl 1487.65042 J. Appl. Math. Comput. 68, No. 1, 271-293 (2022). MSC: 65F15 65F50 65P99 93B11 PDFBibTeX XMLCite \textit{M. A. Hamadi} et al., J. Appl. Math. Comput. 68, No. 1, 271--293 (2022; Zbl 1487.65042) Full Text: DOI
El Guide, M.; Jbilou, K.; Ratnani, A. RBF approximation of three dimensional PDEs using tensor Krylov subspace methods. (English) Zbl 1521.65116 Eng. Anal. Bound. Elem. 139, 77-85 (2022). MSC: 65N20 65D12 65N35 PDFBibTeX XMLCite \textit{M. El Guide} et al., Eng. Anal. Bound. Elem. 139, 77--85 (2022; Zbl 1521.65116) Full Text: DOI arXiv
Bentbib, A. H.; El Hachimi, A.; Jbilou, K.; Ratnani, A. A tensor regularized nuclear norm method for image and video completion. (English) Zbl 1527.65047 J. Optim. Theory Appl. 192, No. 2, 401-425 (2022). MSC: 65K10 65D18 90C25 90C90 94A08 PDFBibTeX XMLCite \textit{A. H. Bentbib} et al., J. Optim. Theory Appl. 192, No. 2, 401--425 (2022; Zbl 1527.65047) Full Text: DOI arXiv
Bentbib, A. H.; El Ghomari, M.; Jbilou, K.; Reichel, L. The extended symmetric block Lanczos method for matrix-valued Gauss-type quadrature rules. (English) Zbl 1490.65084 J. Comput. Appl. Math. 407, Article ID 114037, 18 p. (2022). MSC: 65F60 15A16 65D32 PDFBibTeX XMLCite \textit{A. H. Bentbib} et al., J. Comput. Appl. Math. 407, Article ID 114037, 18 p. (2022; Zbl 1490.65084) Full Text: DOI
El Guide, Mohamed; El Ichi, Alaa; Jbilou, Khalide; Sadaka, Rachid On tensor GMRES and Golub-Kahan methods via the T-product for color image processing. (English) Zbl 07404606 Electron. J. Linear Algebra 37, 524-543 (2021). MSC: 65F10 65F22 PDFBibTeX XMLCite \textit{M. El Guide} et al., Electron. J. Linear Algebra 37, 524--543 (2021; Zbl 07404606) Full Text: arXiv Link
Beik, F. P. A.; El Ichi, A.; Jbilou, K.; Sadaka, R. Tensor extrapolation methods with applications. (English) Zbl 1472.65049 Numer. Algorithms 87, No. 4, 1421-1444 (2021). MSC: 65F22 15A69 PDFBibTeX XMLCite \textit{F. P. A. Beik} et al., Numer. Algorithms 87, No. 4, 1421--1444 (2021; Zbl 1472.65049) Full Text: DOI arXiv
Jagels, Carl; Jbilou, Khalide; Reichel, Lothar The extended global Lanczos method, Gauss-Radau quadrature, and matrix function approximation. (English) Zbl 1485.65053 J. Comput. Appl. Math. 381, Article ID 113027, 16 p. (2021). MSC: 65F99 15A15 65D32 65F15 65F60 PDFBibTeX XMLCite \textit{C. Jagels} et al., J. Comput. Appl. Math. 381, Article ID 113027, 16 p. (2021; Zbl 1485.65053) Full Text: DOI
Beik, Fatemeh P. A.; Jbilou, Khalide; Najafi-Kalyani, Mehdi; Reichel, Lothar Golub-Kahan bidiagonalization for ill-conditioned tensor equations with applications. (English) Zbl 1483.65069 Numer. Algorithms 84, No. 4, 1535-1563 (2020). MSC: 65F99 65F22 15A24 15A69 65F45 PDFBibTeX XMLCite \textit{F. P. A. Beik} et al., Numer. Algorithms 84, No. 4, 1535--1563 (2020; Zbl 1483.65069) Full Text: DOI
Bentbib, A. H.; El Ghomari, M.; Jbilou, K. Extended nonsymmetric global Lanczos method for matrix function approximation. (English) Zbl 1451.65057 Numer. Algorithms 84, No. 4, 1459-1479 (2020). MSC: 65F60 15A16 15A63 PDFBibTeX XMLCite \textit{A. H. Bentbib} et al., Numer. Algorithms 84, No. 4, 1459--1479 (2020; Zbl 1451.65057) Full Text: DOI
Bentbib, A. H.; El Guide, M.; Jbilou, K. A generalized matrix Krylov subspace method for TV regularization. (English) Zbl 1503.94008 J. Comput. Appl. Math. 373, Article ID 112405, 20 p. (2020). MSC: 94A08 65F22 PDFBibTeX XMLCite \textit{A. H. Bentbib} et al., J. Comput. Appl. Math. 373, Article ID 112405, 20 p. (2020; Zbl 1503.94008) Full Text: DOI arXiv
Najafi-Kalyani, Mehdi; Beik, Fatemeh Panjeh Ali; Jbilou, Khalide On global iterative schemes based on Hessenberg process for (ill-posed) Sylvester tensor equations. (English) Zbl 1437.65026 J. Comput. Appl. Math. 373, Article ID 112216, 19 p. (2020). MSC: 65F45 65F22 15A09 15A24 15A69 PDFBibTeX XMLCite \textit{M. Najafi-Kalyani} et al., J. Comput. Appl. Math. 373, Article ID 112216, 19 p. (2020; Zbl 1437.65026) Full Text: DOI
Jbilou, K.; Kaouane, Y. A tangential block Lanczos method for model reduction of large-scale first and second order dynamical systems. (English) Zbl 1426.93034 J. Sci. Comput. 81, No. 1, 513-536 (2019). MSC: 93B11 93A15 93C35 93C05 PDFBibTeX XMLCite \textit{K. Jbilou} and \textit{Y. Kaouane}, J. Sci. Comput. 81, No. 1, 513--536 (2019; Zbl 1426.93034) Full Text: DOI arXiv
Jbilou, Khalide; Raydan, Marcos Nonlinear least-squares approach for large-scale algebraic Riccati equations. (English) Zbl 1420.65035 SIAM J. Sci. Comput. 41, No. 4, A2193-A2211 (2019). MSC: 65F10 65F30 65K10 49N10 PDFBibTeX XMLCite \textit{K. Jbilou} and \textit{M. Raydan}, SIAM J. Sci. Comput. 41, No. 4, A2193--A2211 (2019; Zbl 1420.65035) Full Text: DOI
Bentbib, A. H.; El Ghomari, M.; Jagels, C.; Jbilou, K.; Reichel, L. The extended global Lanczos method for matrix function approximation. (English) Zbl 1408.65018 ETNA, Electron. Trans. Numer. Anal. 50, 144-163 (2018). Reviewer: Kanakadurga Sivakumar (Chennai) MSC: 65F30 15A15 65F60 33C47 PDFBibTeX XMLCite \textit{A. H. Bentbib} et al., ETNA, Electron. Trans. Numer. Anal. 50, 144--163 (2018; Zbl 1408.65018) Full Text: DOI Link
Bentbib, A. H.; El Guide, M.; Jbilou, K.; Onunwor, E.; Reichel, L. Solution methods for linear discrete ill-posed problems for color image restoration. (English) Zbl 1402.65031 BIT 58, No. 3, 555-576 (2018); correction ibid. 58, No. 3, 577-578 (2018). Reviewer: Constantin Popa (Constanţa) MSC: 65F22 65F10 94A08 PDFBibTeX XMLCite \textit{A. H. Bentbib} et al., BIT 58, No. 3, 555--576 (2018; Zbl 1402.65031) Full Text: DOI
Abidi, O.; Jbilou, K. Balanced truncation-rational Krylov methods for model reduction in large scale dynamical systems. (English) Zbl 1410.65293 Comput. Appl. Math. 37, No. 1, 525-540 (2018). MSC: 65L99 65F30 93A15 93B11 PDFBibTeX XMLCite \textit{O. Abidi} and \textit{K. Jbilou}, Comput. Appl. Math. 37, No. 1, 525--540 (2018; Zbl 1410.65293) Full Text: DOI
Bouhamidi, Abderrahman; Bellalij, Mohammed; Enkhbat, Rentsen; Jbilou, Khalid; Raydan, Marcos Conditional gradient method for double-convex fractional programming matrix problems. (English) Zbl 1453.65130 J. Optim. Theory Appl. 176, No. 1, 163-177 (2018). Reviewer: Hans Benker (Merseburg) MSC: 65K05 90C32 PDFBibTeX XMLCite \textit{A. Bouhamidi} et al., J. Optim. Theory Appl. 176, No. 1, 163--177 (2018; Zbl 1453.65130) Full Text: DOI
Bentbib, Abdeslem Hafid; Jbilou, Khalide; Sadek, El Mostafa On some extended block Krylov based methods for large scale nonsymmetric Stein matrix equations. (English) Zbl 06734415 Mathematics 5, No. 2, Paper No. 21, 13 p. (2017). MSC: 65-XX 93-XX PDFBibTeX XMLCite \textit{A. H. Bentbib} et al., Mathematics 5, No. 2, Paper No. 21, 13 p. (2017; Zbl 06734415) Full Text: DOI
Bouhamidi, A.; Hached, M.; Jbilou, K. A preconditioned block Arnoldi method for large scale Lyapunov and algebraic Riccati equations. (English) Zbl 1339.49024 J. Glob. Optim. 65, No. 1, 19-32 (2016). MSC: 49M15 65F30 15A24 PDFBibTeX XMLCite \textit{A. Bouhamidi} et al., J. Glob. Optim. 65, No. 1, 19--32 (2016; Zbl 1339.49024) Full Text: DOI
Bentbib, A.; Jbilou, K.; Sadek, E. M. On some Krylov subspace based methods for large-scale nonsymmetric algebraic Riccati problems. (English) Zbl 1443.65054 Comput. Math. Appl. 70, No. 10, 2555-2565 (2015). MSC: 65F45 15A24 PDFBibTeX XMLCite \textit{A. Bentbib} et al., Comput. Math. Appl. 70, No. 10, 2555--2565 (2015; Zbl 1443.65054) Full Text: DOI
Jbilou, K. ADI preconditioned Krylov methods for large Lyapunov matrix equations. (English) Zbl 1189.65078 Linear Algebra Appl. 432, No. 10, 2473-2485 (2010). Reviewer: Rémi Vaillancourt (Ottawa) MSC: 65F30 65F10 15A24 PDFBibTeX XMLCite \textit{K. Jbilou}, Linear Algebra Appl. 432, No. 10, 2473--2485 (2010; Zbl 1189.65078) Full Text: DOI
Jbilou, K. Smoothing iterative block methods for linear systems with multiple right-hand sides. (English) Zbl 0929.65018 J. Comput. Appl. Math. 107, No. 1, 97-109 (1999). Reviewer: F.Szidarovszky (Tucson) MSC: 65F10 PDFBibTeX XMLCite \textit{K. Jbilou}, J. Comput. Appl. Math. 107, No. 1, 97--109 (1999; Zbl 0929.65018) Full Text: DOI