Accueil › Annuaire des chercheurs › K. Jbilou
K. Jbilou
Affiliation : Université du littoral côte d'opale · Université Mohammed VI Polytechnique
- 88Publications (affiliation française)
- 222Publications au total
- 2530Citations
- 26Indice h
Profil de recherche
K. Jbilou compte 88 publications référencées (2004–2026). Ses travaux paraissent principalement dans « arXiv (Cornell University) », « Numerical Algorithms » et « Journal of Computational and Applied Mathematics ». Son article le plus cité, « Convergence properties of some block Krylov subspace methods for multiple linear systems » (2005), a été cité 65 fois. 29 de ces publications datent des trois dernières années d’activité. Ses travaux sont cosignés avec au moins 12 chercheurs, notamment dans des établissements de Maroc.
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Créer mon profil gratuit Ajouter mes publicationsDomaines de recherche
- Matrix Theory and Algorithms
- Tensor decomposition and applications
- Numerical methods for differential equations
- Numerical methods in inverse problems
- Mathematical functions and polynomials
Publications (88)
- Structured Multidimensional Representation Learning for Large Language Models
- Efficient Krylov-regularization solvers for multiquadric RBF discretizations of the 3D Helmholtz equation
- Structured Multidimensional Representation Learning for Large Language Models
- Efficient computation of dominant eigenvalues using adaptive block Lanczos with Chebyshev filtering
- Low-rank Regularized convex-non-convex problems for image segmentation and completion
- Novel dimensionality reduction approaches for higher-order multidimensional data
- Non-negative Einstein tensor factorization for unmixing hyperspectral images
- A Rational Krylov Method for Large‐Scale Linear Multidimensional Dynamical Systems
- Generalized $$\mathcal {L}$$-Product for High Order Tensors and Applications Using GPU Computations
- A low-rank non-convex norm method for multiview graph clustering
- Parameter-Efficient Fine-Tuning of Multispectral Foundation Models for Hyperspectral Image Classification
- Tensor Krylov Subspaces for Model Reduction of Multilinear Time-Invariant Systems
- Multiplex Network Completion via Similarity Learning
- Einstien-multidimensional extrapolation methods
- Computing a few extreme singular triplets of a third-order tensor using the t-product
- Extrapolation methods for multilinear PageRank
- Auxiliary splines space preconditioning for B-splines finite elements: The case of H(curl,Ω) and H(div,Ω) elliptic problems
- Tensor Golub–Kahan method based on Einstein product
- Krylov subspace methods for large multidimensional eigenvalue computation
- A tensor network low rank completion method
- Trace Ratio Based Manifold Learning With Tensor Data
- Hosvd-tmpe: an extrapolation method for multidimensional sequences
- Extended block Hessenberg process for the evaluation of matrix functions
- Auxiliary Space Preconditioning with a Symmetric Gauss-Seidel Smoothing Scheme for IsoGeometric Discretization of H0(curlo)-elliptic Problem
- Tensor sparse representation via Einstein product
- Trace Ratio Based Manifold Learning with Tensor Data
- Correction: Hosvd-tmpe: an extrapolation method for multidimensional sequences
- Numerical analysis and scientific computation with applications, Part II
- A rational Krylov methods for large scale linear multidimensional dynamical systems
- Spectral computation with third-order tensors using the t-product
- A tensor bidiagonalization method for higher‐order singular value decomposition with applications
- A Data-Driven Krylov Model Order Reduction for Large-Scale Dynamical Systems
- N-mode minimal tensor extrapolation methods
- Multilinear algebra methods for higher-dimensional graphs
- Multilinear discriminant analysis using tensor-tensor products
- Auxiliary Splines Space Preconditioning for B-Splines Finite Elements: The case of $\bm{H}(\bm{curl},Ω)$ and $\bm{H}(div,Ω)$ elliptic problems
- A model reduction method for large-scale linear multidimensional dynamical systems
- Auxiliary Splines Space Preconditioning for B-Splines Finite Elements: The Case Of H(Curl, Ω) Andh(Div, Ω) Elliptic Problems
- Golub Kahan Based Methods for Partial Multidimensional Singular Value Decomposition
- N-mode Minimal Tensor Extrapolation Methods
- Tensor Krylov subspace methods via the Einstein product with applications to image and video processing
- Fast multidimensional completion and principal component analysis methods via the cosine product
- Vector Aitken extrapolation method for multilinear PageRank computations
- An Extended-Rational Arnoldi Method for Large Matrix Exponential Evaluations
- RBF approximation of three dimensional PDEs using tensor Krylov subspace methods
- An efficient extended block Arnoldi algorithm for feedback stabilization of incompressible Navier-Stokes flow problems
- The global Golub-Kahan method and Gauss quadrature for tensor function approximation
- The extended symmetric block Lanczos method for matrix-valued Gauss-type quadrature rules
- On tensor GMRES and Golub-Kahan methods via the T-product for color image processing
- A model reduction method in large scale dynamical systems using an extended-rational block Arnoldi method
- A Tensor Regularized Nuclear Norm Method for Image and Video Completion
- On tensor tubal-Krylov subspace methods
- Shifted extended global Lanczos processes for trace estimation with application to network analysis
- A computational method for model reduction in index-2 dynamical systems for Stokes equations
- Krylov subspace solvers for ℓ1 regularized logistic regression method
- Golub–Kahan bidiagonalization for ill-conditioned tensor equations with applications
- Tensor Global Extrapolation Methods Using the n-Mode and the Einstein Products
- Comparative study ofL1regularized logistic regression methods for variable selection
- Tensor extrapolation methods with applications
- Tensor Krylov subspace methods via the T-product for color image processing
- Extended nonsymmetric global Lanczos method for matrix function approximation
- The global extended-rational Arnoldi method for matrix function approximation
- The extended global Lanczos method for matrix function approximation
- A generalized matrix Krylov subspace method for TV regularization
- An adaptive block tangential method for multi-input multi-output dynamical systems
- Solution methods for linear discrete ill-posed problems for color image restoration
- An extended nonsymmetric block Lanczos method for model reduction in large scale dynamical systems
- GRPIA: a new algorithm for computing interpolation polynomials
- Correction to: Solution methods for linear discrete ill-posed problems for color image restoration
- Global Golub–Kahan bidiagonalization applied to large discrete ill-posed problems
- On Some Extended Block Krylov Based Methods for Large Scale Nonsymmetric Stein Matrix Equations
- A Computational Global Tangential Krylov Subspace Method for Model Reduction of Large-Scale MIMO Dynamical Systems
- A block Arnoldi based method for the solution of the Sylvester-observer equation
- AN ADAPTIVE TANGENTIAL LANCZOS-TYPE ALGORITHM FOR MODEL REDUCTION IN LARGE-SCALE DYNAMICAL SYSTEMS
- A global Lanczos method for image restoration
- Block extrapolation methods with applications
- The block Lanczos algorithm for linear ill-posed problems
- A matrix rational Lanczos method for model reduction in large‐scale first‐ and second‐order dynamical systems
- A modified nonsymmetric rational block Lanczos method for model reduction in large scale LTI dynamical systems
- An Adaptive Rational Block Lanczos-Type Algorithm for Model Reduction of Large Scale Dynamical Systems
- On some Krylov subspace based methods for large-scale nonsymmetric algebraic Riccati problems
- A preconditioned block Arnoldi method for large Sylvester matrix equations
- Block Arnoldi-based methods for large scale discrete-time algebraic Riccati equations
- Model reduction in large scale MIMO dynamical systems via the block Lanczos method
- On block minimal residual methods
- Convergence properties of some block Krylov subspace methods for multiple linear systems
- On some matrix extrapolation methods
- Some Schur complement identities and applications to matrix extrapolation methods
Revues de publication
- arXiv (Cornell University) × 9
- Numerical Algorithms × 9
- Journal of Computational and Applied Mathematics × 8
- Applied Numerical Mathematics × 6
- CALCOLO × 6
- Computers & Mathematics with Applications × 5
Publications par année
- 20265
- 202510
- 202414
- 202311
- 20228
- 20217
- 20207
- 20193
- 20184
- 20175
Collaborations
Établissements partenaires : Cadi Ayyad University · Mohammed V University · Université Paris-Saclay · CentraleSupélec · Laboratoire de Génie des Procédés et Matériaux
Pays des co-auteurs : Maroc
Co-auteurs
- Anas El Hachimi
- Alaa El Ichi
- Franck Dufrenois
- H. Barkouki
- H. Sadok
- M. Hached
- Sanaa Khobizy
- Y. Kaouane
- A. Bouhamidi
- Mohammed Bouallala
- Mohamed Amine Hamadi
- Abdeslem Hafid Bentbib
Données bibliographiques issues d’OpenAlex (base ouverte).
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