Khalide Jbilou

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 71

Top Topics

Reduction Method

Dynamical Systems

Subspace Methods

Top Venues

J. Comput. Appl. Math.

Numer. Algorithms

J. Sci. Comput.

Publications

Anas El Hachimi, Khalide Jbilou, Mustapha Hached, Ahmed Ratnani
Tensor Golub-Kahan method based on Einstein product. J. Comput. Appl. Math. 451 (2024)
Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani
Non-negative Einstein tensor factorization for unmixing hyperspectral images. CoRR (2024)
Alaeddine Zahir, Khalide Jbilou, Ahmed Ratnani
Higher order multi-dimension reduction methods via Einstein-product. CoRR (2024)
Abdeslem Hafid Bentbib, Khalide Jbilou, Ridwane Tahiri
Multidimensional extrapolated global proximal gradient and applications for image processing. CoRR (2024)
Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou, El Mostafa Sadek
Extended block Hessenberg process for the evaluation of matrix functions. CoRR (2024)
Ferdaous Ait Addi, Abdeslem Hafid Bentbib, Khalide Jbilou
Tensor sparse representation via Einstein product. Comput. Appl. Math. 43 (4) (2024)
Abdeladim El Akri, Khalide Jbilou, Ahmed Ratnani
Auxiliary splines space preconditioning for B-splines finite elements: The case of H(curl,Ω) and H(div,Ω) elliptic problems. Comput. Math. Appl. 159 (2024)
Abdeslem Hafid Bentbib, Khalide Jbilou, Ridwane Tahiri
N-mode minimal tensor extrapolation methods. Numer. Algorithms 95 (2) (2024)
Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani, Lothar Reichel
A tensor bidiagonalization method for higher-order singular value decomposition with applications. Numer. Linear Algebra Appl. 31 (2) (2024)
Abdeslem Hafid Bentbib, Khalide Jbilou, R. Tahiri
Einstien-Multidimensional Extrapolation methods. CoRR (2023)
Anas El Hachimi, Mustapha Hached, Khalide Jbilou, Ahmed Ratnani
Golub Kahan Based Methods for Partial Multidimensional Singular Value Decomposition. DESSERT (2023)
Abdeladim El Akri, Khalide Jbilou, Ahmed Ratnani
Auxiliary Splines Space Preconditioning for B-Splines Finite Elements: The case of H(curl, Ω) and H(div, Ω) elliptic problems. CoRR (2023)
Alaeddine Zahir, Khalide Jbilou, Ahmed Ratnani
A low-rank non-convex norm method for multiview graph clustering. CoRR (2023)
Alaeddine Zahir, Khalide Jbilou, Ahmed Ratnani
High-dimensional multi-view clustering methods. CoRR (2023)
Maryam Boubekraoui, Abdeslem Hafid Bentbib, Khalide Jbilou
Vector Aitken extrapolation method for multilinear PageRank computations. J. Appl. Math. Comput. 69 (1) (2023)
Anas El Hachimi, Khalide Jbilou, Mustapha Hached, Ahmed Ratnani
Tensor Golub Kahan based on Einstein product. CoRR (2023)
Mohamed El Guide, Khalide Jbilou, Christos Koukouvinos, Angeliki Lappa
Krylov subspace solvers for ℓ1 regularized logistic regression method. Commun. Stat. Simul. Comput. 52 (6) (2023)
Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani, Lothar Reichel
A tensor bidiagonalization method for higher-order singular value decomposition with applications. CoRR (2023)
Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou, Lothar Reichel
The global Golub-Kahan method and Gauss quadrature for tensor function approximation. Numer. Algorithms 92 (1) (2023)
H. Barkouki, Abdeslem Hafid Bentbib, Khalide Jbilou
A Rational Krylov Subspace Method for the Computation of the Matrix Exponential Operator. CoRR (2023)
Mohamed A. Hamadi, Khalide Jbilou, Ahmed Ratnani
A model reduction method for large-scale linear multidimensional dynamical systems. CoRR (2023)
Mohamed A. Hamadi, Khalide Jbilou, Ahmed Ratnani
A Data-Driven Krylov Model Order Reduction for Large-Scale Dynamical Systems. J. Sci. Comput. 95 (1) (2023)
Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani, Lothar Reichel
Spectral computation with third-order tensors using the t-product. CoRR (2023)
Abdeslem Hafid Bentbib, Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani
A Tensor Regularized Nuclear Norm Method for Image and Video Completion. J. Optim. Theory Appl. 192 (2) (2022)
Mohamed El Guide, Khalide Jbilou, Christos Koukouvinos, Angeliki Lappa
regularized logistic regression methods for variable selection. Commun. Stat. Simul. Comput. 51 (9) (2022)
Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou
An Extended-Rational Arnoldi Method for Large Matrix Exponential Evaluations. J. Sci. Comput. 91 (2) (2022)
Abdeslem Hafid Bentbib, Mouad Elalj, Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani
Generalized L-product for hight order tensors with applications using GPU computation. CoRR (2022)
Franck Dufrenois, Alaa El Ichi, Khalide Jbilou
Multilinear Discriminant Analysis using a new family of tensor-tensor products. CoRR (2022)
Mohamed A. Hamadi, Khalide Jbilou, Ahmed Ratnani
A model reduction method in large scale dynamical systems using an extended-rational block Arnoldi method. J. Appl. Math. Comput. 68 (1) (2022)
Mohamed Amine Hamadi, Khalide Jbilou, Ahmed Ratnani
An efficient extended block Arnoldi algorithm for feedback stabilization of incompressible Navier-Stokes flow problems. CoRR (2022)
Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou, Lothar Reichel
The extended symmetric block Lanczos method for matrix-valued Gauss-type quadrature rules. J. Comput. Appl. Math. 407 (2022)
Mohamed El Guide, Khalide Jbilou, Ahmed Ratnani
RBF approximation of three dimensional PDEs using Tensor Krylov subspace methods. CoRR (2021)
Abdeslem Hafid Bentbib, Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani
On the tensor nuclear norm and the total variation regularization for image and video completion. CoRR (2021)
Fatemeh Panjeh Ali Beik, Alaa El Ichi, Khalide Jbilou, Rachid Sadaka
Tensor extrapolation methods with applications. Numer. Algorithms 87 (4) (2021)
Carl Jagels, Khalide Jbilou, Lothar Reichel
The extended global Lanczos method, Gauss-Radau quadrature, and matrix function approximation. J. Comput. Appl. Math. 381 (2021)
A. Chkifa, Mohamed A. Hamadi, Khalide Jbilou, Ahmed Ratnani
A computational method for model reduction in index-2 dynamical systems for Stokes equations. Comput. Math. Appl. 99 (2021)
Mustapha Hached, Khalide Jbilou, Christos Koukouvinos, Marilena Mitrouli
A multidimensional principal component analysis via the c-product Golub-Kahan-SVD for classification and face recognition. CoRR (2021)
Mohamed El Guide, Alaa El Ichi, Khalide Jbilou
Discrete cosine transform LSQR and GMRES methods for multidimensional ill-posed problems. CoRR (2021)
Mustapha Hached, Khalide Jbilou
Numerical methods for differential linear matrix equations via Krylov subspace methods. J. Comput. Appl. Math. 370 (2020)
Fatemeh Panjeh Ali Beik, Alaa El Ichi, Khalide Jbilou, Rachid Sadaka
Tensor extrapolation methods with applications. CoRR (2020)
Abdeslem Hafid Bentbib, Mohamed El Guide, Khalide Jbilou
A generalized matrix Krylov subspace method for TV regularization. J. Comput. Appl. Math. 373 (2020)
V. Angelova, Mustapha Hached, Khalide Jbilou
Approximate solutions to large nonsymmetric differential Riccati problems with applications to transport theory. Numer. Linear Algebra Appl. 27 (1) (2020)
Alaa El Ichi, Khalide Jbilou, Rachid Sadaka
On some tensor tubal-Krylov subspace methods via the T-product. CoRR (2020)
Fatemeh Panjeh Ali Beik, Khalide Jbilou, Mehdi Najafi-Kalyani, Lothar Reichel
Golub-Kahan bidiagonalization for ill-conditioned tensor equations with applications. Numer. Algorithms 84 (4) (2020)
Mohamed El Guide, Alaa El Ichi, Khalide Jbilou, Rachid Sadaka
Tensor Krylov subspace methods via the T-product for color image processing. CoRR (2020)
Froilán M. Dopico, Khalide Jbilou, Mohammed Seaïd
Special volume on mathematical modeling with applications. Numer. Algorithms 84 (4) (2020)
Mehdi Najafi-Kalyani, Fatemeh Panjeh Ali Beik, Khalide Jbilou
On global iterative schemes based on Hessenberg process for (ill-posed) Sylvester tensor equations. J. Comput. Appl. Math. 373 (2020)
Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou
Extended nonsymmetric global Lanczos method for matrix function approximation. Numer. Algorithms 84 (4) (2020)
Dario Bini, Khalide Jbilou, Marilena Mitrouli, Lothar Reichel
Numerical Analysis and Scientific Computation (NASCA18). J. Comput. Appl. Math. 373 (2020)
Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou
The global extended-rational Arnoldi method for matrix function approximation. CoRR (2020)
Mohamed El Guide, Alaa El Ichi, Fatemeh Panjeh Ali Beik, Khalide Jbilou
Tensor GMRES and Golub-Kahan Bidiagonalization methods via the Einstein product with applications to image and video processing. CoRR (2020)
Abdeslem Hafid Bentbib, Khalide Jbilou, Yassine Kaouane
An adaptive block tangential method for multi-input multi-output dynamical systems. J. Comput. Appl. Math. 358 (2019)
Yassine Kaouane, Khalide Jbilou
A block tangential Lanczos method for model reduction of large-scale first and second order dynamical systems. CoRR (2019)
Khalide Jbilou, Yassine Kaouane
A Tangential Block Lanczos Method for Model Reduction of Large-Scale First and Second Order Dynamical Systems. J. Sci. Comput. 81 (1) (2019)
Khalide Jbilou, Marcos Raydan
Nonlinear Least-Squares Approach for Large-Scale Algebraic Riccati Equations. SIAM J. Sci. Comput. 41 (4) (2019)
Fatemeh Panjeh Ali Beik, Khalide Jbilou, Mehdi Najafi-Kalyani, Lothar Reichel
On the Golub-Kahan bidiagonalization for ill-posed tensor equations with applications to color image restoration. CoRR (2019)
Abderrahim Messaoudi, Mohammed Errachid, Khalide Jbilou, Hassane Sadok
GRPIA: a new algorithm for computing interpolation polynomials. Numer. Algorithms 80 (1) (2019)
Abdeslem Hafid Bentbib, Mohamed El Guide, Khalide Jbilou
A generalized matrix Krylov subspace method for TV regularization. CoRR (2018)
Mustapha Hached, Khalide Jbilou
Numerical methods for differential linear matrix equations via Krylov subspace methods. CoRR (2018)
Abderrahman Bouhamidi, Mohammed Bellalij, Rentsen Enkhbat, Khalide Jbilou, Marcos Raydan
Conditional Gradient Method for Double-Convex Fractional Programming Matrix Problems. J. Optim. Theory Appl. 176 (1) (2018)
Mustapha Hached, Khalide Jbilou
Numerical solutions to large-scale differential Lyapunov matrix equations. Numer. Algorithms 79 (3) (2018)
Abdeslem Hafid Bentbib, Khalide Jbilou, Yassine Kaouane
A Computational Global Tangential Krylov Subspace Method for Model Reduction of Large-Scale MIMO Dynamical Systems. J. Sci. Comput. 75 (3) (2018)
Mustapha Hached, Khalide Jbilou
Approximate solutions to large nonsymmetric differential Riccati problems. CoRR (2018)
Mustapha Hached, Khalide Jbilou
Computational Krylov-based methods for large-scale differential Sylvester matrix problems. Numer. Linear Algebra Appl. 25 (5) (2018)
H. Barkouki, Abdeslem Hafid Bentbib, Khalide Jbilou
A matrix rational Lanczos method for model reduction in large-scale first- and second-order dynamical systems. Numer. Linear Algebra Appl. 24 (1) (2017)
Abdeslem Hafid Bentbib, Mohamed El Guide, Khalide Jbilou, Lothar Reichel
Global Golub-Kahan bidiagonalization applied to large discrete ill-posed problems. J. Comput. Appl. Math. 322 (2017)
O. Abidi, Mohammed Heyouni, Khalide Jbilou
On some properties of the extended block and global Arnoldi methods with applications to model reduction. Numer. Algorithms 75 (1) (2017)
O. Abidi, Mustapha Hached, Khalide Jbilou
A global rational Arnoldi method for model reduction. J. Comput. Appl. Math. 325 (2017)
Abdeslem Hafid Bentbib, Mohamed El Guide, Khalide Jbilou, Lothar Reichel
A global Lanczos method for image restoration. J. Comput. Appl. Math. 300 (2016)
Abderrahman Bouhamidi, Mustapha Hached, Khalide Jbilou
A preconditioned block Arnoldi method for large scale Lyapunov and algebraic Riccati equations. J. Glob. Optim. 65 (1) (2016)
H. Barkouki, Abdeslem Hafid Bentbib, Khalide Jbilou
An Adaptive Rational Block Lanczos-Type Algorithm for Model Reduction of Large Scale Dynamical Systems. J. Sci. Comput. 67 (1) (2016)
Abdeslem Hafid Bentbib, Khalide Jbilou, El Mostafa Sadek
On some Krylov subspace based methods for large-scale nonsymmetric algebraic Riccati problems. Comput. Math. Appl. 70 (10) (2015)
Khalide Jbilou, Hassane Sadok
Matrix polynomial and epsilon-type extrapolation methods with applications. Numer. Algorithms 68 (1) (2015)
Abderrahman Bouhamidi, Mustapha Hached, Khalide Jbilou
A meshless RBF method for computing a numerical solution of unsteady Burgers'-type equations. Comput. Math. Appl. 68 (3) (2014)
Abderrahman Bouhamidi, Rentsen Enkhbat, Khalide Jbilou
Conditional gradient Tikhonov method for a convex optimization problem in image restoration. J. Comput. Appl. Math. 255 (2014)
Abderrahman Bouhamidi, Mustapha Hached, Mohammed Heyouni, Khalide Jbilou
A preconditioned block Arnoldi method for large Sylvester matrix equations. Numer. Linear Algebra Appl. 20 (2) (2013)
Abderrahman Bouhamidi, Khalide Jbilou
A Kronecker approximation with a convex constrained optimization method for blind image restoration. Optim. Lett. 6 (7) (2012)
Abderrahman Bouhamidi, Khalide Jbilou, Ronny Ramlau, Lothar Reichel, Hassane Sadok, Fiorella Sgallari
Inverse problems: Computation and applications. J. Comput. Appl. Math. 236 (8) (2012)
Abderrahman Bouhamidi, Khalide Jbilou, Lothar Reichel, Hassane Sadok
A generalized global Arnoldi method for ill-posed matrix equations. J. Comput. Appl. Math. 236 (8) (2012)
Abderrahman Bouhamidi, Mohammed Heyouni, Khalide Jbilou
Block Arnoldi-based methods for large scale discrete-time algebraic Riccati equations. J. Comput. Appl. Math. 236 (6) (2011)
Abderrahman Bouhamidi, Khalide Jbilou, Marcos Raydan
Convex constrained optimization for large-scale generalized Sylvester equations. Comput. Optim. Appl. 48 (2) (2011)
Mohamed Addam, Abderrahman Bouhamidi, Khalide Jbilou
A numerical method for one-dimensional diffusion problem using Fourier transform and the B-spline Galerkin method. Appl. Math. Comput. 215 (12) (2010)
Khalide Jbilou, Lothar Reichel, Hassane Sadok
Vector extrapolation enhanced TSVD for linear discrete ill-posed problems. Numer. Algorithms 51 (2) (2009)
Abderrahman Bouhamidi, Khalide Jbilou
A note on the numerical approximate solutions for generalized Sylvester matrix equations with applications. Appl. Math. Comput. 206 (2) (2008)
R. Bouyouli, Khalide Jbilou, Ali Messaoudi, Hassane Sadok
On block minimal residual methods. Appl. Math. Lett. 20 (3) (2007)
Mohammed Heyouni, Khalide Jbilou
Matrix Krylov subspace methods for large scale model reduction problems. Appl. Math. Comput. 181 (2) (2006)
Khalide Jbilou
Low rank approximate solutions to large Sylvester matrix equations. Appl. Math. Comput. 177 (1) (2006)
Khalide Jbilou
An Arnoldi based algorithm for large algebraic Riccati equations. Appl. Math. Lett. 19 (5) (2006)
Khalide Jbilou
Block Krylov Subspace Methods for Large Algebraic Riccati Equations. Numer. Algorithms 34 (2-4) (2003)
A. El Guennouni, Khalide Jbilou, A. J. Riquet
Block Krylov Subspace Methods for Solving Large Sylvester Equations. Numer. Algorithms 29 (1-3) (2002)
Khalide Jbilou
A general projection algorithm for solving systems of linear equations. Numer. Algorithms 4 (3) (1993)