A global Lanczos method for image restoration AH Bentbib, M El Guide, K Jbilou, L Reichel
Journal of Computational and Applied Mathematics 300, 233-244, 2016
32 2016 A rational approximation method for solving acoustic nonlinear eigenvalue problems M El-Guide, A Miȩdlar, Y Saad
Engineering Analysis with Boundary Elements 111, 44-54, 2020
30 2020 Global Golub–Kahan bidiagonalization applied to large discrete ill-posed problems AH Bentbib, M El Guide, K Jbilou, L Reichel
Journal of Computational and Applied Mathematics 322, 46-56, 2017
30 2017 Solution methods for linear discrete ill-posed problems for color image restoration AH Bentbib, M El Guide, K Jbilou, E Onunwor, L Reichel
BIT Numerical Mathematics 58, 555-576, 2018
29 2018 On tensor GMRES and Golub-Kahan methods via the T-product for color image processing M El Guide, A El Ichi, K Jbilou, R Sadaka
The Electronic Journal of Linear Algebra 37, 524-543, 2021
27 2021 Tensor Krylov subspace methods via the Einstein product with applications to image and video processing M El Guide, A El Ichi, K Jbilou, FPA Beik
Applied Numerical Mathematics 181, 347-363, 2022
21 2022 Tensor GMRES and Golub-Kahan bidiagonalization methods via the Einstein product with applications to image and video processing ME Guide, AE Ichi, FP Beik, K Jbilou
arXiv preprint arXiv:2005.07458, 2020
21 2020 On tensor GMRES and Golub-Kahan methods via the T-product for color image processing ME Guide, AE Ichi, K Jbilou, R Sadaka
Electron. J. Linear Algebra 37, 524-543, 2021
17 * 2021 A rational approximation method for the nonlinear eigenvalue problem Y Saad, M El-Guide, A Międlar
arXiv preprint arXiv:1901.01188, 2019
17 2019 Comparative study of L 1 regularized logistic regression methods for variable selection M El Guide, K Jbilou, C Koukouvinos, A Lappa
Communications in Statistics-Simulation and Computation 51 (9), 4957-4972, 2022
13 2022 Discrete cosine transform LSQR methods for multidimensional ill-posed problems M El Guide, A El Ichi, K Jbilou
Journal of Mathematical Modeling 10 (1), 21-37, 2022
9 2022 RBF approximation of three dimensional PDEs using tensor Krylov subspace methods M El Guide, K Jbilou, A Ratnani
Engineering Analysis with Boundary Elements 139, 77-85, 2022
7 2022 A generalized matrix Krylov subspace method for TV regularization AH Bentbib, M El Guide, K Jbilou
Journal of Computational and Applied Mathematics 373, 112405, 2020
7 2020 Tensor Krylov subspace methods via the T-product for color image processing M El Guide, A El Ichi, K Jbilou, R Sadaka
arXiv preprint arXiv:2006.07133, 2020
7 2020 The block Lanczos algorithm for linear ill-posed problems AH Bentbib, ME Guide, K Jbilou
Calcolo 54, 711-732, 2017
7 2017 Matrix Krylov subspace methods for image restoration AH Bentbib, M El Guide, K Jbilou
New Trends in Mathematical Sciences 3 (3), 136, 2015
5 2015 Discrete cosine transform LSQR and GMRES methods for multidimensional ill-posed problems ME Guide, AE Ichi, K Jbilou
arXiv preprint arXiv:2103.11847, 2021
3 2021 Krylov subspace solvers for regularized logistic regression method ME Guide, K Jbilou, C Koukouvinos, A Lappa
Communications in Statistics-Simulation and Computation 52 (6), 2738-2751, 2023
2 2023 Attitudes towards natural sources of uncertainty for gains and losses M El Guide, Y Kaouane, S Mun, H Zouiten
Theory and Decision, 1-41, 2025
2025 Tensor Krylov subspace methods via the T-product for large Sylvester tensor equations F Bouyghf, ME Guide, AE Ichi
arXiv preprint arXiv:2405.09233, 2024
2024