Khalide Jbilou

According to our database, Khalide Jbilou authored at least 93 papers between 1993 and 2025.

Collaborative distances:

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

2025

Extrapolation methods for multilinear PageRank.

Abdeslem Hafid Bentbib, Maryam Boubekraoui, Khalide Jbilou

Numer. Algorithms, February, 2025

A tensor network low rank completion method.

Abdeslem Hafid Bentbib, Khalide Jbilou, Sanaa Khobizy

Comput. Appl. Math., February, 2025

A support vector machine formulation for linear and kernel discriminant analysis.

Franck Dufrenois, Khalide Jbilou

Neurocomputing, 2025

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., March, 2024

N-mode minimal tensor extrapolation methods.

Abdeslem Hafid Bentbib, Khalide Jbilou, Ridwane Tahiri

Numer. Algorithms, February, 2024

Tensor Golub-Kahan method based on Einstein product.

Anas El Hachimi, Khalide Jbilou, Mustapha Hached, Ahmed Ratnani

J. Comput. Appl. Math., 2024

A rational Krylov methods for large scale linear multidimensional dynamical systems.

H. Barkouki, Khalide Jbilou

CoRR, 2024

Quaternion tensor low rank approximation.

Alaeddine Zahir, Ahmed Ratnani, Khalide Jbilou

CoRR, 2024

Non-negative Einstein tensor factorization for unmixing hyperspectral images.

Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani

CoRR, 2024

Higher order multi-dimension reduction methods via Einstein-product.

Alaeddine Zahir, Khalide Jbilou, Ahmed Ratnani

CoRR, 2024

Trace Ratio Based Manifold Learning with Tensor Data.

Mohammed Bouallala, Franck Dufrenois, Khalide Jbilou, Ahmed Ratnani

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

Multidimensional extrapolated global proximal gradient and applications for image processing.

Abdeslem Hafid Bentbib, Khalide Jbilou, Ridwane Tahiri

CoRR, 2024

Numerical analysis and scientific computation with applications, Part II.

Khalide Jbilou, Marilena Mitrouli, Ahmed Ratnani

Comput. Math. Appl., 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

Tensor sparse representation via Einstein product.

Ferdaous Ait Addi, Abdeslem Hafid Bentbib, Khalide Jbilou

Comput. Appl. Math., 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

A Data-Driven Krylov Model Order Reduction for Large-Scale Dynamical Systems.

Mohamed A. Hamadi, Khalide Jbilou, Ahmed Ratnani

J. Sci. Comput., April, 2023

Vector Aitken extrapolation method for multilinear PageRank computations.

Maryam Boubekraoui, Abdeslem Hafid Bentbib, Khalide Jbilou

J. Appl. Math. Comput., February, 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, January, 2023

A low-rank non-convex norm method for multiview graph clustering.

Alaeddine Zahir, Khalide Jbilou, Ahmed Ratnani

CoRR, 2023

Einstien-Multidimensional Extrapolation methods.

Abdeslem Hafid Bentbib, Khalide Jbilou, Ridwane Tahiri

CoRR, 2023

Tensor Golub Kahan based on Einstein product.

Anas El Hachimi, Khalide Jbilou, Mustapha Hached, 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

A model reduction method for large-scale linear multidimensional dynamical systems.

Mohamed A. Hamadi, 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

High-dimensional multi-view clustering methods.

Alaeddine Zahir, Khalide Jbilou, Ahmed Ratnani

CoRR, 2023

Golub Kahan Based Methods for Partial Multidimensional Singular Value Decomposition.

Anas El Hachimi, Mustapha Hached, Khalide Jbilou, Ahmed Ratnani

Proceedings of the 13th International Conference on Dependable Systems, 2023

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., February, 2022

An Extended-Rational Arnoldi Method for Large Matrix Exponential Evaluations.

Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou

J. Sci. Comput., 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

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

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

Multilinear Discriminant Analysis using a new family of tensor-tensor products.

Franck Dufrenois, Alaa El Ichi, Khalide Jbilou

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

An efficient extended block Arnoldi algorithm for feedback stabilization of incompressible Navier-Stokes flow problems.

Mohamed Amine Hamadi, Khalide Jbilou, Ahmed Ratnani

CoRR, 2022

2021

Tensor extrapolation methods with applications.

Fatemeh Panjeh Ali Beik, Alaa El Ichi, Khalide Jbilou, Rachid Sadaka

Numer. Algorithms, 2021

The extended global Lanczos method, Gauss-Radau quadrature, and matrix function approximation.

Carl Jagels, Khalide Jbilou, Lothar Reichel

J. Comput. Appl. Math., 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

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

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

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

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

Special volume on mathematical modeling with applications.

Froilán M. Dopico, Khalide Jbilou, Mohammed Seaïd

Numer. Algorithms, 2020

Extended nonsymmetric global Lanczos method for matrix function approximation.

Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou

Numer. Algorithms, 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

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

Numerical methods for differential linear matrix equations via Krylov subspace methods.

Mustapha Hached, 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

A generalized matrix Krylov subspace method for TV regularization.

Abdeslem Hafid Bentbib, Mohamed El Guide, Khalide Jbilou

J. Comput. Appl. Math., 2020

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

Alaa El Ichi, Khalide Jbilou, Rachid Sadaka

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

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

The global extended-rational Arnoldi method for matrix function approximation.

Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou

CoRR, 2020

2019

Nonlinear Least-Squares Approach for Large-Scale Algebraic Riccati Equations.

Khalide Jbilou, Marcos Raydan

SIAM J. Sci. Comput., 2019

GRPIA: a new algorithm for computing interpolation polynomials.

Abderrahim Messaoudi, Mohammed Errachid, Khalide Jbilou, Hassane Sadok

Numer. Algorithms, 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

An adaptive block tangential method for multi-input multi-output dynamical systems.

Abdeslem Hafid Bentbib, Khalide Jbilou, Yassine Kaouane

J. Comput. Appl. Math., 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

A block tangential Lanczos method for model reduction of large-scale first and second order dynamical systems.

Yassine Kaouane, Khalide Jbilou

CoRR, 2019

2018

Computational Krylov-based methods for large-scale differential Sylvester matrix problems.

Mustapha Hached, Khalide Jbilou

Numer. Linear Algebra Appl., 2018

Numerical solutions to large-scale differential Lyapunov matrix equations.

Mustapha Hached, Khalide Jbilou

Numer. Algorithms, 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

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

Approximate solutions to large nonsymmetric differential Riccati problems.

Mustapha Hached, Khalide Jbilou

CoRR, 2018

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

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

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

A global rational Arnoldi method for model reduction.

O. Abidi, Mustapha Hached, Khalide Jbilou

J. Comput. Appl. Math., 2017

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 preconditioned block Arnoldi method for large scale Lyapunov and algebraic Riccati equations.

Abderrahman Bouhamidi, Mustapha Hached, Khalide Jbilou

J. Glob. Optim., 2016

A global Lanczos method for image restoration.

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

J. Comput. Appl. Math., 2016

2015

Matrix polynomial and epsilon-type extrapolation methods with applications.

Khalide Jbilou, Hassane Sadok

Numer. Algorithms, 2015

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

2014

Conditional gradient Tikhonov method for a convex optimization problem in image restoration.

Abderrahman Bouhamidi, Rentsen Enkhbat, Khalide Jbilou

J. Comput. Appl. Math., 2014

A meshless RBF method for computing a numerical solution of unsteady Burgers'-type equations.

Abderrahman Bouhamidi, Mustapha Hached, Khalide Jbilou

Comput. Math. Appl., 2014

2013

A preconditioned block Arnoldi method for large Sylvester matrix equations.

Abderrahman Bouhamidi, Mustapha Hached, Mohammed Heyouni, Khalide Jbilou

Numer. Linear Algebra Appl., 2013

2012

A Kronecker approximation with a convex constrained optimization method for blind image restoration.

Abderrahman Bouhamidi, Khalide Jbilou

Optim. Lett., 2012

A generalized global Arnoldi method for ill-posed matrix equations.

Abderrahman Bouhamidi, Khalide Jbilou, Lothar Reichel, Hassane Sadok

J. Comput. Appl. Math., 2012

Inverse problems: Computation and applications.

Abderrahman Bouhamidi, Khalide Jbilou, Ronny Ramlau, Lothar Reichel, Hassane Sadok, Fiorella Sgallari

J. Comput. Appl. Math., 2012

2011

Block Arnoldi-based methods for large scale discrete-time algebraic Riccati equations.

Abderrahman Bouhamidi, Mohammed Heyouni, Khalide Jbilou

J. Comput. Appl. Math., 2011

Convex constrained optimization for large-scale generalized Sylvester equations.

Abderrahman Bouhamidi, Khalide Jbilou, Marcos Raydan

Comput. Optim. Appl., 2011

2010

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

2009

Vector extrapolation enhanced TSVD for linear discrete ill-posed problems.

Khalide Jbilou, Lothar Reichel, Hassane Sadok

Numer. Algorithms, 2009

2008

A note on the numerical approximate solutions for generalized Sylvester matrix equations with applications.

Abderrahman Bouhamidi, Khalide Jbilou

Appl. Math. Comput., 2008

2007

On block minimal residual methods.

R. Bouyouli, Khalide Jbilou, Ali Messaoudi, Hassane Sadok

Appl. Math. Lett., 2007

2006

An Arnoldi based algorithm for large algebraic Riccati equations.

Khalide Jbilou

Appl. Math. Lett., 2006

Low rank approximate solutions to large Sylvester matrix equations.

Khalide Jbilou

Appl. Math. Comput., 2006

Matrix Krylov subspace methods for large scale model reduction problems.

Mohammed Heyouni, Khalide Jbilou

Appl. Math. Comput., 2006

2003

Block Krylov Subspace Methods for Large Algebraic Riccati Equations.

Khalide Jbilou

Numer. Algorithms, 2003

2002

Block Krylov Subspace Methods for Solving Large Sylvester Equations.

A. El Guennouni, Khalide Jbilou, A. J. Riquet

Numer. Algorithms, 2002

1993

A general projection algorithm for solving systems of linear equations.

Khalide Jbilou

Numer. Algorithms, 1993