Home › Researcher directory › K. Jbilou
K. Jbilou
Affiliation : Université du littoral côte d'opale · Université Mohammed VI Polytechnique
- 88Publications (affiliation in France)
- 222Total publications
- 2530Citations
- 26h-index
Research profile
K. Jbilou has 88 indexed publications (2004–2026). Their work appears mainly in “arXiv (Cornell University)”, “Numerical Algorithms” and “Journal of Computational and Applied Mathematics”. Their most cited article, “Convergence properties of some block Krylov subspace methods for multiple linear systems” (2005), has been cited 65 times. 29 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in Morocco.
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Create my free profile Add my publicationsResearch areas
- 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
Publication venues
- 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 per year
- 20265
- 202510
- 202414
- 202311
- 20228
- 20217
- 20207
- 20193
- 20184
- 20175
Collaborations
Partner institutions : Cadi Ayyad University · Mohammed V University · Université Paris-Saclay · CentraleSupélec · Laboratoire de Génie des Procédés et Matériaux
Co-authors’ countries : Morocco
Co-authors
- 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
Bibliographic data from OpenAlex (open database).
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