Khalide Jbilou

117 papers Journal 116Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Computationally Efficient Multidimensional Vision Transformer. CoRR Alaa El Ichi, Khalide Jbilou
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`	A survey of scalar and vector extrapolation. CoRR Khalide Jbilou
2026	J	`jnl`	Dimensionality Reduction on Riemannian Manifolds in Data Analysis. CoRR Alaa El Ichi, Khalide Jbilou
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`	Einstien-multidimensional extrapolation methods. Numer. Algorithms Abdeslem Hafid Bentbib, Khalide Jbilou, Ridwane Tahiri
2026	J	`jnl`	Low-Rank Tensor Approximation of Weights in Large Language Models via Cosine Lanczos Bidiagonalization. CoRR Alaa El Ichi, Khalide Jbilou
2026	J	`jnl`	Multidimensional Task Learning: A Unified Tensor Framework for Computer Vision Tasks. CoRR Alaa El Ichi, Khalide Jbilou
2026	J	`jnl`	Non-negative Einstein tensor factorization for unmixing hyperspectral images. Numer. Algorithms Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani
2026	J	`jnl`	Novel dimensionality reduction approaches for higher-order multidimensional data. Pattern Recognit. Alaeddine Zahir, Khalide Jbilou, Ahmed Ratnani
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`	A support vector machine formulation for linear and kernel discriminant analysis. Neurocomputing Franck Dufrenois, Khalide Jbilou
2025	J	`jnl`	A tensor network low rank completion method. Comput. Appl. Math. Abdeslem Hafid Bentbib, Khalide Jbilou, Sanaa Khobizy
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`	Extrapolation methods for multilinear PageRank. Numer. Algorithms Abdeslem Hafid Bentbib, Maryam Boubekraoui, Khalide Jbilou
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
2025	J	`jnl`	Online multidimensional dictionary learning. CoRR Ferdaous Ait Addi, Abdeslem Hafid Bentbib, Khalide Jbilou
2025	J	`jnl`	Parameter-Efficient Fine-Tuning of Multispectral Foundation Models for Hyperspectral Image Classification. CoRR Bernardin Ligan, Khalide Jbilou, Fahd Kalloubi, Ahmed Ratnani
2025	J	`jnl`	Quaternion tensor low-rank approximation using a family of non-convex norms. Numer. Algorithms Alaeddine Zahir, Khalide Jbilou, Ahmed Ratnani
2025	J	`jnl`	Trace Ratio Based Manifold Learning With Tensor Data. Numer. Linear Algebra Appl. Mohammed Bouallala, Franck Dufrenois, Khalide Jbilou, Ahmed Ratnani
2025	J	`jnl`	Trace Ratio vs Ratio Trace methods for multi dimensionality reduction. CoRR Alaeddine Zahir, Franck Dufrenois, Khalide Jbilou, Ahmed Ratnani
2024	J	`jnl`	A rational Krylov methods for large scale linear multidimensional dynamical systems. CoRR H. Barkouki, Khalide Jbilou
2024	J	`jnl`	A tensor bidiagonalization method for higher-order singular value decomposition with applications. Numer. Linear Algebra Appl. Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani, Lothar Reichel
2024	J	`jnl`	Auxiliary splines space preconditioning for B-splines finite elements: The case of H(curl,Ω) and H(div,Ω) elliptic problems. Comput. Math. Appl. Abdeladim El Akri, Khalide Jbilou, Ahmed Ratnani
2024	J	`jnl`	Extended block Hessenberg process for the evaluation of matrix functions. CoRR Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou, El Mostafa Sadek
2024	J	`jnl`	Higher order multi-dimension reduction methods via Einstein-product. CoRR Alaeddine Zahir, Khalide Jbilou, Ahmed Ratnani
2024	J	`jnl`	Multidimensional extrapolated global proximal gradient and applications for image processing. CoRR Abdeslem Hafid Bentbib, Khalide Jbilou, Ridwane Tahiri
2024	J	`jnl`	N-mode minimal tensor extrapolation methods. Numer. Algorithms Abdeslem Hafid Bentbib, Khalide Jbilou, Ridwane Tahiri
2024	J	`jnl`	Non-negative Einstein tensor factorization for unmixing hyperspectral images. CoRR Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani
2024	J	`jnl`	Numerical analysis and scientific computation with applications, Part II. Comput. Math. Appl. Khalide Jbilou, Marilena Mitrouli, Ahmed Ratnani
2024	J	`jnl`	Quaternion tensor low rank approximation. CoRR Alaeddine Zahir, Ahmed Ratnani, Khalide Jbilou
2024	J	`jnl`	Tensor Golub-Kahan method based on Einstein product. J. Comput. Appl. Math. Anas El Hachimi, Khalide Jbilou, Mustapha Hached, Ahmed Ratnani
2024	J	`jnl`	Tensor sparse representation via Einstein product. Comput. Appl. Math. Ferdaous Ait Addi, Abdeslem Hafid Bentbib, Khalide Jbilou
2024	J	`jnl`	Trace Ratio Based Manifold Learning with Tensor Data. CoRR Mohammed Bouallala, Franck Dufrenois, Khalide Jbilou, Ahmed Ratnani
2023	J	`jnl`	A Data-Driven Krylov Model Order Reduction for Large-Scale Dynamical Systems. J. Sci. Comput. Mohamed A. Hamadi, Khalide Jbilou, Ahmed Ratnani
2023	J	`jnl`	A Rational Krylov Subspace Method for the Computation of the Matrix Exponential Operator. CoRR H. Barkouki, Abdeslem Hafid Bentbib, Khalide Jbilou
2023	J	`jnl`	A low-rank non-convex norm method for multiview graph clustering. CoRR Alaeddine Zahir, Khalide Jbilou, Ahmed Ratnani
2023	J	`jnl`	A model reduction method for large-scale linear multidimensional dynamical systems. CoRR Mohamed A. Hamadi, Khalide Jbilou, Ahmed Ratnani
2023	J	`jnl`	A tensor bidiagonalization method for higher-order singular value decomposition with applications. CoRR Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani, Lothar Reichel
2023	J	`jnl`	Auxiliary Splines Space Preconditioning for B-Splines Finite Elements: The case of H(curl, Ω) and H(div, Ω) elliptic problems. CoRR Abdeladim El Akri, Khalide Jbilou, Ahmed Ratnani
2023	J	`jnl`	Einstien-Multidimensional Extrapolation methods. CoRR Abdeslem Hafid Bentbib, Khalide Jbilou, Ridwane Tahiri
2023	—	`conf`	Golub Kahan Based Methods for Partial Multidimensional Singular Value Decomposition. DESSERT Anas El Hachimi, Mustapha Hached, Khalide Jbilou, Ahmed Ratnani
2023	J	`jnl`	High-dimensional multi-view clustering methods. CoRR Alaeddine Zahir, Khalide Jbilou, Ahmed Ratnani
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
2023	J	`jnl`	Spectral computation with third-order tensors using the t-product. CoRR Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani, Lothar Reichel
2023	J	`jnl`	Tensor Golub Kahan based on Einstein product. CoRR Anas El Hachimi, Khalide Jbilou, Mustapha Hached, Ahmed Ratnani
2023	J	`jnl`	The global Golub-Kahan method and Gauss quadrature for tensor function approximation. Numer. Algorithms Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou, Lothar Reichel
2023	J	`jnl`	Vector Aitken extrapolation method for multilinear PageRank computations. J. Appl. Math. Comput. Maryam Boubekraoui, Abdeslem Hafid Bentbib, Khalide Jbilou
2022	J	`jnl`	A Tensor Regularized Nuclear Norm Method for Image and Video Completion. J. Optim. Theory Appl. Abdeslem Hafid Bentbib, Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani
2022	J	`jnl`	A model reduction method in large scale dynamical systems using an extended-rational block Arnoldi method. J. Appl. Math. Comput. Mohamed A. Hamadi, Khalide Jbilou, Ahmed Ratnani
2022	J	`jnl`	An Extended-Rational Arnoldi Method for Large Matrix Exponential Evaluations. J. Sci. Comput. Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou
2022	J	`jnl`	An efficient extended block Arnoldi algorithm for feedback stabilization of incompressible Navier-Stokes flow problems. CoRR Mohamed Amine Hamadi, Khalide Jbilou, Ahmed Ratnani
2022	J	`jnl`	Comparative study of Commun. Stat. Simul. Comput. Mohamed El Guide, Khalide Jbilou, Christos Koukouvinos, Angeliki Lappa
2022	J	`jnl`	Generalized L-product for hight order tensors with applications using GPU computation. CoRR Abdeslem Hafid Bentbib, Mouad Elalj, Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani
2022	J	`jnl`	Multilinear Discriminant Analysis using a new family of tensor-tensor products. CoRR Franck Dufrenois, Alaa El Ichi, Khalide Jbilou
2022	J	`jnl`	The extended symmetric block Lanczos method for matrix-valued Gauss-type quadrature rules. J. Comput. Appl. Math. Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou, Lothar Reichel
2021	J	`jnl`	A computational method for model reduction in index-2 dynamical systems for Stokes equations. Comput. Math. Appl. Abdellah Chkifa, Mohamed A. Hamadi, Khalide Jbilou, Ahmed Ratnani
2021	J	`jnl`	A multidimensional principal component analysis via the c-product Golub-Kahan-SVD for classification and face recognition. CoRR Mustapha Hached, Khalide Jbilou, Christos Koukouvinos, Marilena Mitrouli
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`	On the tensor nuclear norm and the total variation regularization for image and video completion. CoRR Abdeslem Hafid Bentbib, Anas El Hachimi, Khalide Jbilou, Ahmed Ratnani
2021	J	`jnl`	RBF approximation of three dimensional PDEs using Tensor Krylov subspace methods. CoRR Mohamed El Guide, Khalide Jbilou, Ahmed Ratnani
2021	J	`jnl`	Tensor extrapolation methods with applications. Numer. Algorithms Fatemeh Panjeh Ali Beik, Alaa El Ichi, Khalide Jbilou, Rachid Sadaka
2021	J	`jnl`	The extended global Lanczos method, Gauss-Radau quadrature, and matrix function approximation. J. Comput. Appl. Math. Carl Jagels, Khalide Jbilou, Lothar Reichel
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`	Approximate solutions to large nonsymmetric differential Riccati problems with applications to transport theory. Numer. Linear Algebra Appl. Vera Angelova, Mustapha Hached, Khalide Jbilou
2020	J	`jnl`	Extended nonsymmetric global Lanczos method for matrix function approximation. Numer. Algorithms Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou
2020	J	`jnl`	Golub-Kahan bidiagonalization for ill-conditioned tensor equations with applications. Numer. Algorithms Fatemeh Panjeh Ali Beik, Khalide Jbilou, Mehdi Najafi-Kalyani, Lothar Reichel
2020	J	`jnl`	Numerical Analysis and Scientific Computation (NASCA18). J. Comput. Appl. Math. Dario Bini, Khalide Jbilou, Marilena Mitrouli, Lothar Reichel
2020	J	`jnl`	Numerical methods for differential linear matrix equations via Krylov subspace methods. J. Comput. Appl. Math. Mustapha Hached, Khalide Jbilou
2020	J	`jnl`	On global iterative schemes based on Hessenberg process for (ill-posed) Sylvester tensor equations. J. Comput. Appl. Math. Mehdi Najafi-Kalyani, Fatemeh Panjeh Ali Beik, Khalide Jbilou
2020	J	`jnl`	On some tensor tubal-Krylov subspace methods via the T-product. CoRR Alaa El Ichi, Khalide Jbilou, Rachid Sadaka
2020	J	`jnl`	Special volume on mathematical modeling with applications. Numer. Algorithms Froilán M. Dopico, Khalide Jbilou, Mohammed Seaïd
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
2020	J	`jnl`	Tensor extrapolation methods with applications. CoRR Fatemeh Panjeh Ali Beik, Alaa El Ichi, Khalide Jbilou, Rachid Sadaka
2020	J	`jnl`	The global extended-rational Arnoldi method for matrix function approximation. CoRR Abdeslem Hafid Bentbib, M. El Ghomari, Khalide Jbilou
2019	J	`jnl`	A Tangential Block Lanczos Method for Model Reduction of Large-Scale First and Second Order Dynamical Systems. J. Sci. Comput. Khalide Jbilou, Yassine Kaouane
2019	J	`jnl`	A block tangential Lanczos method for model reduction of large-scale first and second order dynamical systems. CoRR Yassine Kaouane, Khalide Jbilou
2019	J	`jnl`	An adaptive block tangential method for multi-input multi-output dynamical systems. J. Comput. Appl. Math. Abdeslem Hafid Bentbib, Khalide Jbilou, Yassine Kaouane
2019	J	`jnl`	GRPIA: a new algorithm for computing interpolation polynomials. Numer. Algorithms Abderrahim Messaoudi, Mohammed Errachid, Khalide Jbilou, Hassane Sadok
2019	J	`jnl`	Nonlinear Least-Squares Approach for Large-Scale Algebraic Riccati Equations. SIAM J. Sci. Comput. Khalide Jbilou, Marcos Raydan
2019	J	`jnl`	On the Golub-Kahan bidiagonalization for ill-posed tensor equations with applications to color image restoration. CoRR Fatemeh Panjeh Ali Beik, Khalide Jbilou, Mehdi Najafi-Kalyani, Lothar Reichel
2018	J	`jnl`	A Computational Global Tangential Krylov Subspace Method for Model Reduction of Large-Scale MIMO Dynamical Systems. J. Sci. Comput. Abdeslem Hafid Bentbib, Khalide Jbilou, Yassine Kaouane
2018	J	`jnl`	A generalized matrix Krylov subspace method for TV regularization. CoRR Abdeslem Hafid Bentbib, Mohamed El Guide, Khalide Jbilou
2018	J	`jnl`	Approximate solutions to large nonsymmetric differential Riccati problems. CoRR Mustapha Hached, Khalide Jbilou
2018	J	`jnl`	Computational Krylov-based methods for large-scale differential Sylvester matrix problems. Numer. Linear Algebra Appl. Mustapha Hached, Khalide Jbilou
2018	J	`jnl`	Conditional Gradient Method for Double-Convex Fractional Programming Matrix Problems. J. Optim. Theory Appl. Abderrahman Bouhamidi, Mohammed Bellalij, Rentsen Enkhbat, Khalide Jbilou, Marcos Raydan
2018	J	`jnl`	Numerical methods for differential linear matrix equations via Krylov subspace methods. CoRR Mustapha Hached, Khalide Jbilou
2018	J	`jnl`	Numerical solutions to large-scale differential Lyapunov matrix equations. Numer. Algorithms Mustapha Hached, Khalide Jbilou
2017	J	`jnl`	A global rational Arnoldi method for model reduction. J. Comput. Appl. Math. O. Abidi, Mustapha Hached, Khalide Jbilou
2017	J	`jnl`	A matrix rational Lanczos method for model reduction in large-scale first- and second-order dynamical systems. Numer. Linear Algebra Appl. H. Barkouki, Abdeslem Hafid Bentbib, 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
2017	J	`jnl`	On some properties of the extended block and global Arnoldi methods with applications to model reduction. Numer. Algorithms O. Abidi, Mohammed Heyouni, Khalide Jbilou
2016	J	`jnl`	A global Lanczos method for image restoration. J. Comput. Appl. Math. Abdeslem Hafid Bentbib, Mohamed El Guide, Khalide Jbilou, Lothar Reichel
2016	J	`jnl`	A preconditioned block Arnoldi method for large scale Lyapunov and algebraic Riccati equations. J. Glob. Optim. Abderrahman Bouhamidi, Mustapha Hached, Khalide Jbilou
2016	J	`jnl`	An Adaptive Rational Block Lanczos-Type Algorithm for Model Reduction of Large Scale Dynamical Systems. J. Sci. Comput. H. Barkouki, Abdeslem Hafid Bentbib, Khalide Jbilou
2015	J	`jnl`	Matrix polynomial and epsilon-type extrapolation methods with applications. Numer. Algorithms Khalide Jbilou, Hassane Sadok
2015	J	`jnl`	On some Krylov subspace based methods for large-scale nonsymmetric algebraic Riccati problems. Comput. Math. Appl. Abdeslem Hafid Bentbib, Khalide Jbilou, El Mostafa Sadek
2014	J	`jnl`	A meshless RBF method for computing a numerical solution of unsteady Burgers'-type equations. Comput. Math. Appl. Abderrahman Bouhamidi, Mustapha Hached, Khalide Jbilou
2014	J	`jnl`	Conditional gradient Tikhonov method for a convex optimization problem in image restoration. J. Comput. Appl. Math. Abderrahman Bouhamidi, Rentsen Enkhbat, Khalide Jbilou
2013	J	`jnl`	A preconditioned block Arnoldi method for large Sylvester matrix equations. Numer. Linear Algebra Appl. Abderrahman Bouhamidi, Mustapha Hached, Mohammed Heyouni, Khalide Jbilou
2012	J	`jnl`	A Kronecker approximation with a convex constrained optimization method for blind image restoration. Optim. Lett. Abderrahman Bouhamidi, Khalide Jbilou
2012	J	`jnl`	A generalized global Arnoldi method for ill-posed matrix equations. J. Comput. Appl. Math. Abderrahman Bouhamidi, Khalide Jbilou, Lothar Reichel, Hassane Sadok
2012	J	`jnl`	Inverse problems: Computation and applications. J. Comput. Appl. Math. Abderrahman Bouhamidi, Khalide Jbilou, Ronny Ramlau, Lothar Reichel, Hassane Sadok, Fiorella Sgallari
2011	J	`jnl`	Block Arnoldi-based methods for large scale discrete-time algebraic Riccati equations. J. Comput. Appl. Math. Abderrahman Bouhamidi, Mohammed Heyouni, Khalide Jbilou
2011	J	`jnl`	Convex constrained optimization for large-scale generalized Sylvester equations. Comput. Optim. Appl. Abderrahman Bouhamidi, Khalide Jbilou, Marcos Raydan
2010	J	`jnl`	A numerical method for one-dimensional diffusion problem using Fourier transform and the B-spline Galerkin method. Appl. Math. Comput. Mohamed Addam, Abderrahman Bouhamidi, Khalide Jbilou
2009	J	`jnl`	Vector extrapolation enhanced TSVD for linear discrete ill-posed problems. Numer. Algorithms Khalide Jbilou, Lothar Reichel, Hassane Sadok
2008	J	`jnl`	A note on the numerical approximate solutions for generalized Sylvester matrix equations with applications. Appl. Math. Comput. Abderrahman Bouhamidi, Khalide Jbilou
2007	J	`jnl`	On block minimal residual methods. Appl. Math. Lett. R. Bouyouli, Khalide Jbilou, Ali Messaoudi, Hassane Sadok
2006	J	`jnl`	An Arnoldi based algorithm for large algebraic Riccati equations. Appl. Math. Lett. Khalide Jbilou
2006	J	`jnl`	Low rank approximate solutions to large Sylvester matrix equations. Appl. Math. Comput. Khalide Jbilou
2006	J	`jnl`	Matrix Krylov subspace methods for large scale model reduction problems. Appl. Math. Comput. Mohammed Heyouni, Khalide Jbilou
2003	J	`jnl`	Block Krylov Subspace Methods for Large Algebraic Riccati Equations. Numer. Algorithms Khalide Jbilou
2002	J	`jnl`	Block Krylov Subspace Methods for Solving Large Sylvester Equations. Numer. Algorithms A. El Guennouni, Khalide Jbilou, A. J. Riquet
1993	J	`jnl`	A general projection algorithm for solving systems of linear equations. Numer. Algorithms Khalide Jbilou