A general projection algorithm for solving systems of linear equations. - Khalide Jbilou (Numer. Algorithms, 1993)

Block Krylov Subspace Methods for Solving Large Sylvester Equations. - A. El Guennouni; Khalide Jbilou; A. J. Riquet (Numer. Algorithms, 2002)

Block Krylov Subspace Methods for Large Algebraic Riccati Equations. - Khalide Jbilou (Numer. Algorithms, 2003)

Matrix Krylov subspace methods for large scale model reduction problems. - Mohammed Heyouni; Khalide Jbilou (Appl. Math. Comput., 2006)

Low rank approximate solutions to large Sylvester matrix equations. - Khalide Jbilou (Appl. Math. Comput., 2006)

An Arnoldi based algorithm for large algebraic Riccati equations. - Khalide Jbilou (Appl. Math. Lett., 2006)

On block minimal residual methods. - R. Bouyouli; Khalide Jbilou; Ali Messaoudi; Hassane Sadok (Appl. Math. Lett., 2007)

A note on the numerical approximate solutions for generalized Sylvester matrix equations with applications. - Abderrahman Bouhamidi; Khalide Jbilou (Appl. Math. Comput., 2008)

Vector extrapolation enhanced TSVD for linear discrete ill-posed problems. - Khalide Jbilou; Lothar Reichel; Hassane Sadok (Numer. Algorithms, 2009)

A numerical method for one-dimensional diffusion problem using Fourier transform and the B-spline Galerkin method. - Mohamed Addam; Abderrahman Bouhamidi; Khalide Jbilou (Appl. Math. Comput., 2010)

Convex constrained optimization for large-scale generalized Sylvester equations. - Abderrahman Bouhamidi; Khalide Jbilou; Marcos Raydan (Comput. Optim. Appl., 2011)

Block Arnoldi-based methods for large scale discrete-time algebraic Riccati equations. - Abderrahman Bouhamidi; Mohammed Heyouni; Khalide Jbilou (J. Comput. Appl. Math., 2011)

Inverse problems: Computation and applications. - Abderrahman Bouhamidi; Khalide Jbilou; Ronny Ramlau; Lothar Reichel; Hassane Sadok; Fiorella Sgallari (J. Comput. Appl. Math., 2012)

A generalized global Arnoldi method for ill-posed matrix equations. - Abderrahman Bouhamidi; Khalide Jbilou; Lothar Reichel; Hassane Sadok (J. Comput. Appl. Math., 2012)

A Kronecker approximation with a convex constrained optimization method for blind image restoration. - Abderrahman Bouhamidi; Khalide Jbilou (Optim. Lett., 2012)

A preconditioned block Arnoldi method for large Sylvester matrix equations. - Abderrahman Bouhamidi; Mustapha Hached; Mohammed Heyouni; Khalide Jbilou (Numer. Linear Algebra Appl., 2013)

A meshless RBF method for computing a numerical solution of unsteady Burgers'-type equations. - Abderrahman Bouhamidi; Mustapha Hached; Khalide Jbilou (Comput. Math. Appl., 2014)

Conditional gradient Tikhonov method for a convex optimization problem in image restoration. - Abderrahman Bouhamidi; Rentsen Enkhbat; Khalide Jbilou (J. Comput. Appl. Math., 2014)

On some Krylov subspace based methods for large-scale nonsymmetric algebraic Riccati problems. - Abdeslem Hafid Bentbib; Khalide Jbilou; El Mostafa Sadek (Comput. Math. Appl., 2015)

Matrix polynomial and epsilon-type extrapolation methods with applications. - Khalide Jbilou; Hassane Sadok (Numer. Algorithms, 2015)

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

A preconditioned block Arnoldi method for large scale Lyapunov and algebraic Riccati equations. - Abderrahman Bouhamidi; Mustapha Hached; Khalide Jbilou (J. Glob. Optim., 2016)

An Adaptive Rational Block Lanczos-Type Algorithm for Model Reduction of Large Scale Dynamical Systems. - H. Barkouki; Abdeslem Hafid Bentbib; Khalide Jbilou (J. Sci. Comput., 2016)

A global rational Arnoldi method for model reduction. - O. Abidi; Mustapha Hached; Khalide Jbilou (J. Comput. Appl. Math., 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)

On some properties of the extended block and global Arnoldi methods with applications to model reduction. - O. Abidi; Mohammed Heyouni; Khalide Jbilou (Numer. Algorithms, 2017)

A matrix rational Lanczos method for model reduction in large-scale first- and second-order dynamical systems. - H. Barkouki; Abdeslem Hafid Bentbib; Khalide Jbilou (Numer. Linear Algebra Appl., 2017)

Approximate solutions to large nonsymmetric differential Riccati problems. - Mustapha Hached; Khalide Jbilou (CoRR, 2018)

Conditional Gradient Method for Double-Convex Fractional Programming Matrix Problems. - Abderrahman Bouhamidi; Mohammed Bellalij; Rentsen Enkhbat; Khalide Jbilou; Marcos Raydan (J. Optim. Theory Appl., 2018)

A Computational Global Tangential Krylov Subspace Method for Model Reduction of Large-Scale MIMO Dynamical Systems. - Abdeslem Hafid Bentbib; Khalide Jbilou; Yassine Kaouane (J. Sci. Comput., 2018)

Numerical solutions to large-scale differential Lyapunov matrix equations. - Mustapha Hached; Khalide Jbilou (Numer. Algorithms, 2018)

Computational Krylov-based methods for large-scale differential Sylvester matrix problems. - Mustapha Hached; Khalide Jbilou (Numer. Linear Algebra Appl., 2018)

A block tangential Lanczos method for model reduction of large-scale first and second order dynamical systems. - Yassine Kaouane; Khalide Jbilou (CoRR, 2019)

On the Golub-Kahan bidiagonalization for ill-posed tensor equations with applications to color image restoration. - Fatemeh Panjeh Ali Beik; Khalide Jbilou; Mehdi Najafi-Kalyani; Lothar Reichel (CoRR, 2019)

An adaptive block tangential method for multi-input multi-output dynamical systems. - Abdeslem Hafid Bentbib; Khalide Jbilou; Yassine Kaouane (J. Comput. Appl. Math., 2019)

A Tangential Block Lanczos Method for Model Reduction of Large-Scale First and Second Order Dynamical Systems. - Khalide Jbilou; Yassine Kaouane (J. Sci. Comput., 2019)

GRPIA: a new algorithm for computing interpolation polynomials. - Abderrahim Messaoudi; Mohammed Errachid; Khalide Jbilou; Hassane Sadok (Numer. Algorithms, 2019)

Nonlinear Least-Squares Approach for Large-Scale Algebraic Riccati Equations. - Khalide Jbilou; Marcos Raydan (SIAM J. Sci. Comput., 2019)

The global extended-rational Arnoldi method for matrix function approximation. - Abdeslem Hafid Bentbib; M. El Ghomari; Khalide Jbilou (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)

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

On some tensor tubal-Krylov subspace methods via the T-product. - 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)

Numerical Analysis and Scientific Computation (NASCA18). - Dario Bini; Khalide Jbilou; Marilena Mitrouli; Lothar Reichel (J. Comput. Appl. Math., 2020)

Numerical methods for differential linear matrix equations via Krylov subspace methods. - Mustapha Hached; Khalide Jbilou (J. Comput. Appl. Math., 2020)

On global iterative schemes based on Hessenberg process for (ill-posed) Sylvester tensor equations. - Mehdi Najafi-Kalyani; Fatemeh Panjeh Ali Beik; Khalide Jbilou (J. Comput. Appl. Math., 2020)

Golub-Kahan bidiagonalization for ill-conditioned tensor equations with applications. - Fatemeh Panjeh Ali Beik; Khalide Jbilou; Mehdi Najafi-Kalyani; Lothar Reichel (Numer. Algorithms, 2020)

Extended nonsymmetric global Lanczos method for matrix function approximation. - Abdeslem Hafid Bentbib; M. El Ghomari; Khalide Jbilou (Numer. Algorithms, 2020)

Special volume on mathematical modeling with applications. - Froilán M. Dopico; Khalide Jbilou; Mohammed Seaïd (Numer. Algorithms, 2020)

Approximate solutions to large nonsymmetric differential Riccati problems with applications to transport theory. - Vera Angelova; Mustapha Hached; Khalide Jbilou (Numer. Linear Algebra Appl., 2020)

A computational method for model reduction in index-2 dynamical systems for Stokes equations. - Abdellah Chkifa; Mohamed A. Hamadi; Khalide Jbilou; Ahmed Ratnani (Comput. Math. Appl., 2021)

On the tensor nuclear norm and the total variation regularization for image and video completion. - Abdeslem Hafid Bentbib; Anas El Hachimi; Khalide Jbilou; Ahmed Ratnani (CoRR, 2021)

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)

A multidimensional principal component analysis via the c-product Golub-Kahan-SVD for classification and face recognition. - Mustapha Hached; Khalide Jbilou; Christos Koukouvinos; Marilena Mitrouli (CoRR, 2021)

The extended global Lanczos method, Gauss-Radau quadrature, and matrix function approximation. - Carl Jagels; Khalide Jbilou; Lothar Reichel (J. Comput. Appl. Math., 2021)

Tensor extrapolation methods with applications. - Fatemeh Panjeh Ali Beik; Alaa El Ichi; Khalide Jbilou; Rachid Sadaka (Numer. Algorithms, 2021)

An efficient extended block Arnoldi algorithm for feedback stabilization of incompressible Navier-Stokes flow problems. - Mohamed Amine Hamadi; Khalide Jbilou; Ahmed Ratnani (CoRR, 2022)

Generalized L-product for hight order tensors with applications using GPU computation. - Abdeslem Hafid Bentbib; Mouad Elalj; Anas El Hachimi; Khalide Jbilou; Ahmed Ratnani (CoRR, 2022)

Multilinear Discriminant Analysis using a new family of tensor-tensor products. - Franck Dufrenois; Alaa El Ichi; Khalide Jbilou (CoRR, 2022)

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)

The extended symmetric block Lanczos method for matrix-valued Gauss-type quadrature rules. - Abdeslem Hafid Bentbib; M. El Ghomari; Khalide Jbilou; Lothar Reichel (J. Comput. Appl. Math., 2022)

A Tensor Regularized Nuclear Norm Method for Image and Video Completion. - Abdeslem Hafid Bentbib; Anas El Hachimi; Khalide Jbilou; Ahmed Ratnani (J. Optim. Theory Appl., 2022)

An Extended-Rational Arnoldi Method for Large Matrix Exponential Evaluations. - Abdeslem Hafid Bentbib; M. El Ghomari; Khalide Jbilou (J. Sci. Comput., 2022)

A model reduction method in large scale dynamical systems using an extended-rational block Arnoldi method. - Mohamed A. Hamadi; Khalide Jbilou; Ahmed Ratnani (J. Appl. Math. Comput., 2022)

Golub Kahan Based Methods for Partial Multidimensional Singular Value Decomposition. - Anas El Hachimi; Mustapha Hached; Khalide Jbilou; Ahmed Ratnani (DESSERT, 2023)

High-dimensional multi-view clustering methods. - Alaeddine Zahir; Khalide Jbilou; Ahmed Ratnani (CoRR, 2023)

Spectral computation with third-order tensors using the t-product. - Anas El Hachimi; Khalide Jbilou; Ahmed Ratnani; Lothar Reichel (CoRR, 2023)

A model reduction method for large-scale linear multidimensional dynamical systems. - Mohamed A. Hamadi; Khalide Jbilou; Ahmed Ratnani (CoRR, 2023)

A Rational Krylov Subspace Method for the Computation of the Matrix Exponential Operator. - H. Barkouki; Abdeslem Hafid Bentbib; Khalide Jbilou (CoRR, 2023)

Tensor Golub Kahan based on Einstein product. - Anas El Hachimi; Khalide Jbilou; Mustapha Hached; Ahmed Ratnani (CoRR, 2023)

Einstien-Multidimensional Extrapolation methods. - Abdeslem Hafid Bentbib; Khalide Jbilou; Ridwane Tahiri (CoRR, 2023)

A low-rank non-convex norm method for multiview graph clustering. - Alaeddine Zahir; Khalide Jbilou; Ahmed Ratnani (CoRR, 2023)

The global Golub-Kahan method and Gauss quadrature for tensor function approximation. - Abdeslem Hafid Bentbib; M. El Ghomari; Khalide Jbilou; Lothar Reichel (Numer. Algorithms, 2023)

Vector Aitken extrapolation method for multilinear PageRank computations. - Maryam Boubekraoui; Abdeslem Hafid Bentbib; Khalide Jbilou (J. Appl. Math. Comput., 2023)

A Data-Driven Krylov Model Order Reduction for Large-Scale Dynamical Systems. - Mohamed A. Hamadi; Khalide Jbilou; Ahmed Ratnani (J. Sci. Comput., 2023)

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

Tensor sparse representation via Einstein product. - Ferdaous Ait Addi; Abdeslem Hafid Bentbib; Khalide Jbilou (Comput. Appl. Math., 2024)

Auxiliary splines space preconditioning for B-splines finite elements: The case of H(curl,Ω) and H(div,Ω) elliptic problems. - Abdeladim El Akri; Khalide Jbilou; Ahmed Ratnani (Comput. Math. Appl., 2024)

Numerical analysis and scientific computation with applications, Part II. - Khalide Jbilou; Marilena Mitrouli; Ahmed Ratnani (Comput. Math. Appl., 2024)

Multidimensional extrapolated global proximal gradient and applications for image processing. - Abdeslem Hafid Bentbib; Khalide Jbilou; Ridwane Tahiri (CoRR, 2024)

Extended block Hessenberg process for the evaluation of matrix functions. - Abdeslem Hafid Bentbib; M. El Ghomari; Khalide Jbilou; El Mostafa Sadek (CoRR, 2024)

Higher order multi-dimension reduction methods via Einstein-product. - Alaeddine Zahir; Khalide Jbilou; Ahmed Ratnani (CoRR, 2024)

Non-negative Einstein tensor factorization for unmixing hyperspectral images. - Anas El Hachimi; Khalide Jbilou; Ahmed Ratnani (CoRR, 2024)

Quaternion tensor low rank approximation. - Alaeddine Zahir; Ahmed Ratnani; Khalide Jbilou (CoRR, 2024)

A rational Krylov methods for large scale linear multidimensional dynamical systems. - H. Barkouki; Khalide Jbilou (CoRR, 2024)

Tensor Golub-Kahan method based on Einstein product. - Anas El Hachimi; Khalide Jbilou; Mustapha Hached; Ahmed Ratnani (J. Comput. Appl. Math., 2024)

N-mode minimal tensor extrapolation methods. - Abdeslem Hafid Bentbib; Khalide Jbilou; Ridwane Tahiri (Numer. Algorithms, 2024)

A tensor bidiagonalization method for higher-order singular value decomposition with applications. - Anas El Hachimi; Khalide Jbilou; Ahmed Ratnani; Lothar Reichel (Numer. Linear Algebra Appl., 2024)

A support vector machine formulation for linear and kernel discriminant analysis. - Franck Dufrenois; Khalide Jbilou (Neurocomputing, 2025)

A tensor network low rank completion method. - Abdeslem Hafid Bentbib; Khalide Jbilou; Sanaa Khobizy (Comput. Appl. Math., 2025)

Trace Ratio vs Ratio Trace methods for multi dimensionality reduction. - Alaeddine Zahir; Franck Dufrenois; Khalide Jbilou; Ahmed Ratnani (CoRR, 2025)

Extrapolation methods for multilinear PageRank. - Abdeslem Hafid Bentbib; Maryam Boubekraoui; Khalide Jbilou (Numer. Algorithms, 2025)

Trace Ratio Based Manifold Learning With Tensor Data. - Mohammed Bouallala; Franck Dufrenois; Khalide Jbilou; Ahmed Ratnani (Numer. Linear Algebra Appl., 2025)

Online multidimensional dictionary learning. - Ferdaous Ait Addi; Abdeslem Hafid Bentbib; Khalide Jbilou (CoRR, 2025)

Parameter-Efficient Fine-Tuning of Multispectral Foundation Models for Hyperspectral Image Classification. - Bernardin Ligan; Khalide Jbilou; Fahd Kalloubi; Ahmed Ratnani (CoRR, 2025)

Novel dimensionality reduction approaches for higher-order multidimensional data. - Alaeddine Zahir; Khalide Jbilou; Ahmed Ratnani (Pattern Recognit., 2026)