Mohamed El Guide

According to our database, Mohamed El Guide authored at least 15 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Efficient computation of dominant eigenvalues using adaptive block Lanczos with Chebyshev filtering.

Mohamed El Guide, Khalide Jbilou, Kamal Lachhab

Comput. Appl. Math., August, 2026

Structured Multidimensional Representation Learning for Large Language Models.

Alaa El Ichi, Khalide Jbilou, Mohamed El Guide, Franck Dufrenois

CoRR, March, 2026

A Unified Trace-Optimization Framework for Multidimensionality Reduction.

Mohamed El Guide, Alaa El Ichi, Khalide Jbilou, Lothar Reichel, Hessah Alqahtani

CoRR, January, 2026

2025

Efficient Krylov-Regularization Solvers for Multiquadric RBF Discretizations of the 3D Helmholtz Equation.

Mohamed El Guide, Khalide Jbilou, Kamal Lachhab, Driss Ouazar

CoRR, November, 2025

Low-Rank Regularized Convex-Non-Convex Problems for Image Segmentation or Completion.

Mohamed El Guide, Anas El Hachimi, Khalide Jbilou, Lothar Reichel

CoRR, August, 2025

2024

Tensor Krylov subspace methods via the T-product for large Sylvester tensor equations.

Fatima Bouyghf, Mohamed El Guide, Alaa El Ichi

CoRR, 2024

2023

Krylov subspace solvers for ℓ1 regularized logistic regression method.

Mohamed El Guide, Khalide Jbilou, Christos Koukouvinos, Angeliki Lappa

Commun. Stat. Simul. Comput., June, 2023

2022

Comparative study of <i>L</i>₁ regularized logistic regression methods for variable selection.

Mohamed El Guide, Khalide Jbilou, Christos Koukouvinos, Angeliki Lappa

Commun. Stat. Simul. Comput., 2022

2021

Discrete cosine transform LSQR and GMRES methods for multidimensional ill-posed problems.

Mohamed El Guide, Alaa El Ichi, Khalide Jbilou

CoRR, 2021

RBF approximation of three dimensional PDEs using Tensor Krylov subspace methods.

Mohamed El Guide, Khalide Jbilou, Ahmed Ratnani

CoRR, 2021

2020

A generalized matrix Krylov subspace method for TV regularization.

Abdeslem Hafid Bentbib, Mohamed El Guide, Khalide Jbilou

J. Comput. Appl. Math., 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

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

2017

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

2016

A global Lanczos method for image restoration.

Abdeslem Hafid Bentbib, Mohamed El Guide, Khalide Jbilou, Lothar Reichel

J. Comput. Appl. Math., 2016