A global Lanczos method for image restoration. - Abdeslem Hafid Bentbib; Mohamed El Guide; Khalide Jbilou; Lothar Reichel (J. Comput. Appl. Math., 2016)

Global Golub-Kahan bidiagonalization applied to large discrete ill-posed problems. - Abdeslem Hafid Bentbib; Mohamed El Guide; Khalide Jbilou; Lothar Reichel (J. Comput. Appl. Math., 2017)

Tensor GMRES and Golub-Kahan Bidiagonalization methods via the Einstein product with applications to image and video processing. - Mohamed El Guide; Alaa El Ichi; Fatemeh Panjeh Ali Beik; Khalide Jbilou (CoRR, 2020)

Tensor Krylov subspace methods via the T-product for color image processing. - Mohamed El Guide; Alaa El Ichi; Khalide Jbilou; Rachid Sadaka (CoRR, 2020)

A generalized matrix Krylov subspace method for TV regularization. - Abdeslem Hafid Bentbib; Mohamed El Guide; Khalide Jbilou (J. Comput. Appl. Math., 2020)

RBF approximation of three dimensional PDEs using Tensor Krylov subspace methods. - Mohamed El Guide; Khalide Jbilou; Ahmed Ratnani (CoRR, 2021)

Discrete cosine transform LSQR and GMRES methods for multidimensional ill-posed problems. - Mohamed El Guide; Alaa El Ichi; Khalide Jbilou (CoRR, 2021)

Comparative study of L1 regularized logistic regression methods for variable selection. - Mohamed El Guide; Khalide Jbilou; Christos Koukouvinos; Angeliki Lappa (Commun. Stat. Simul. Comput., 2022)

Krylov subspace solvers for ℓ1 regularized logistic regression method. - Mohamed El Guide; Khalide Jbilou; Christos Koukouvinos; Angeliki Lappa (Commun. Stat. Simul. Comput., 2023)

Tensor Krylov subspace methods via the T-product for large Sylvester tensor equations. - Fatima Bouyghf; Mohamed El Guide; Alaa El Ichi (CoRR, 2024)