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M. El Guide

Observed names: El Guide, Mohamed, El-Guide, Mohamed, Guide, M. El, Guide, Mohamed El, Mohamed El Guide, Mohamed El-Guide
OpenAlex ID: A5086745901
On tensor GMRES and Golub-Kahan methods via the T-product for color image processing
2021 · Mohamed El Guide, Alaa El Ichi, et al. · Electronic Journal of Linear Algebra · 48
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Tensor Krylov subspace methods via the Einstein product with applications to image and video processing
2022 · M. El Guide, A. El Ichi, et al. · Applied Numerical Mathematics · 35
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A global Lanczos method for image restoration
2016 · A.H. Bentbib, M. El Guide, et al. · Journal of Computational and Applied Mathematics · 29
A rational approximation method for solving acoustic nonlinear eigenvalue problems
2019 · Mohamed El-Guide, Agnieszka Miȩdlar, et al. · Engineering Analysis with Boundary Elements · 28
Solution methods for linear discrete ill-posed problems for color image restoration
2018 · A. H. Bentbib, M. El Guide, et al. · BIT Numerical Mathematics · 28
Global Golub–Kahan bidiagonalization applied to large discrete ill-posed problems
2017 · A.H. Bentbib, M. El Guide, et al. · Journal of Computational and Applied Mathematics · 19
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A rational approximation method for the nonlinear eigenvalue problem
2019 · Saad, Yousef, El-Guide, Mohamed, et al. · arXiv (Cornell University) · 16
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Comparative study ofL1regularized logistic regression methods for variable selection
2020 · M. El Guide, K. Jbilou, et al. · Communications in Statistics - Simulation and Computation · 13
The block Lanczos algorithm for linear ill-posed problems
2016 · A. H. Bentbib, M. El Guide, et al. · CALCOLO · 7
A generalized matrix Krylov subspace method for TV regularization
2019 · A.H. Bentbib, M. El Guide, et al. · Journal of Computational and Applied Mathematics · 6
RBF approximation of three dimensional PDEs using tensor Krylov subspace methods
2022 · M. El Guide, K. Jbilou, et al. · Engineering Analysis with Boundary Elements · 5
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Discrete cosine transform LSQR and GMRES methods for multidimensional ill-posed problems
2021 · Guide, M. El, Ichi, A. El, et al. · arXiv (Cornell University) · 5
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Discrete cosine transform LSQR methods for multidimensional ill-posed problems
2022 · M. El Guide, Alaa El Ichi, et al. · HAL · 4
Krylov subspace solvers for ℓ1 regularized logistic regression method
2021 · M. El Guide, K. Jbilou, et al. · Communications in Statistics - Simulation and Computation · 3
A Unified Trace-Optimization Framework for Multidimensionality Reduction
2026 · Guide, Mohamed El, Ichi, Alaa El, et al. · arXiv (Cornell University) · 1
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Tensor Krylov subspace methods via the T-product for large Sylvester tensor equations
2024 · Bouyghf, F., Guide, M. El, et al. · arXiv (Cornell University) · 1
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Efficient Krylov-regularization solvers for multiquadric RBF discretizations of the 3D Helmholtz equation
2026 · M. El Guide, K. Jbilou, et al. · Computers & Mathematics with Applications
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Low-rank Regularized convex-non-convex problems for image segmentation and completion
2026 · M. El Guide, A. El Hachimi, et al. · BIT Numerical Mathematics
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Efficient computation of dominant eigenvalues using adaptive block Lanczos with Chebyshev filtering
2026 · Mohamed El Guide, Khalide Jbilou, et al. · Computational and Applied Mathematics
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Structured Multidimensional Representation Learning for Large Language Models
2026 · Ichi, Alaa El, Jbilou, Khalide, et al. · arXiv (Cornell University)
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Structured Multidimensional Representation Learning for Large Language Models
2026 · Mohamed El Guide, Alaa Elichi, et al. · SSRN Electronic Journal
Attitudes towards natural sources of uncertainty for gains and losses
2025 · Mohamed El Guide, Yassine Kaouane, et al. · Theory and Decision
Correction to: Solution methods for linear discrete ill-posed problems for color image restoration
2018 · A. H. Bentbib, M. El Guide, et al. · BIT Numerical Mathematics
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Krylov Subspace Methods for Inverse Problems with Application to Image Restoration
2017 · El Guide, Mohamed · HAL
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Krylov Subspace Methods for Inverse Problems with Application to Image Restoration
2017 · Guide, Mohamed El
Works count: 25
Citation count: 248
H-index: 8
I10-index: 8
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