Mohamed El Guide

17 papers Journal 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Unified Trace-Optimization Framework for Multidimensionality Reduction. CoRR Mohamed El Guide, Alaa El Ichi, Khalide Jbilou, Lothar Reichel, Hessah Alqahtani
2026	J	`jnl`	Efficient computation of dominant eigenvalues using adaptive block Lanczos with Chebyshev filtering. Comput. Appl. Math. Mohamed El Guide, Khalide Jbilou, Kamal Lachhab
2026	J	`jnl`	Structured Multidimensional Representation Learning for Large Language Models. CoRR Alaa El Ichi, Khalide Jbilou, Mohamed El Guide, Franck Dufrenois
2025	J	`jnl`	Efficient Computation of Dominant Eigenvalues Using Adaptive Block Lanczos with Chebyshev Filtering. CoRR Mohamed El Guide, Khalide Jbilou, Kamal Lachhab
2025	J	`jnl`	Efficient Krylov-Regularization Solvers for Multiquadric RBF Discretizations of the 3D Helmholtz Equation. CoRR Mohamed El Guide, Khalide Jbilou, Kamal Lachhab, Driss Ouazar
2025	J	`jnl`	Low-Rank Regularized Convex-Non-Convex Problems for Image Segmentation or Completion. CoRR Mohamed El Guide, Anas El Hachimi, Khalide Jbilou, Lothar Reichel
2024	J	`jnl`	Tensor Krylov subspace methods via the T-product for large Sylvester tensor equations. CoRR Fatima Bouyghf, Mohamed El Guide, Alaa El Ichi
2023	J	`jnl`	Krylov subspace solvers for ℓ1 regularized logistic regression method. Commun. Stat. Simul. Comput. Mohamed El Guide, Khalide Jbilou, Christos Koukouvinos, Angeliki Lappa
2022	J	`jnl`	Comparative study of Commun. Stat. Simul. Comput. Mohamed El Guide, Khalide Jbilou, Christos Koukouvinos, Angeliki Lappa
2021	J	`jnl`	Discrete cosine transform LSQR and GMRES methods for multidimensional ill-posed problems. CoRR Mohamed El Guide, Alaa El Ichi, Khalide Jbilou
2021	J	`jnl`	RBF approximation of three dimensional PDEs using Tensor Krylov subspace methods. CoRR Mohamed El Guide, Khalide Jbilou, Ahmed Ratnani
2020	J	`jnl`	A generalized matrix Krylov subspace method for TV regularization. J. Comput. Appl. Math. Abdeslem Hafid Bentbib, Mohamed El Guide, Khalide Jbilou
2020	J	`jnl`	Tensor GMRES and Golub-Kahan Bidiagonalization methods via the Einstein product with applications to image and video processing. CoRR Mohamed El Guide, Alaa El Ichi, Fatemeh Panjeh Ali Beik, Khalide Jbilou
2020	J	`jnl`	Tensor Krylov subspace methods via the T-product for color image processing. CoRR Mohamed El Guide, Alaa El Ichi, Khalide Jbilou, Rachid Sadaka
2018	J	`jnl`	A generalized matrix Krylov subspace method for TV regularization. CoRR Abdeslem Hafid Bentbib, Mohamed El Guide, Khalide Jbilou
2017	J	`jnl`	Global Golub-Kahan bidiagonalization applied to large discrete ill-posed problems. J. Comput. Appl. Math. Abdeslem Hafid Bentbib, Mohamed El Guide, Khalide Jbilou, Lothar Reichel
2016	J	`jnl`	A global Lanczos method for image restoration. J. Comput. Appl. Math. Abdeslem Hafid Bentbib, Mohamed El Guide, Khalide Jbilou, Lothar Reichel