1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CV2025★ 1 cited
Parameter-Efficient Fine-Tuning of Multispectral Foundation Models for Hyperspectral Image Classification
Bernardin Ligan, Khalide Jbilou, Fahd Kalloubi +1
Foundation models have achieved great success across diverse domains, including remote sensing (RS), thanks to their versatility and strong generalization abilities. However, most…
math.NA2025
Trace Ratio vs Ratio Trace Methods for Multidimensional Dimensionality Reduction
Alaeddine Zahir, Franck Dufrenois, Khalide Jbilou +1
We propose a higher-order dimensionality reduction framework based on the Trace Ratio (TR) optimization problem. We establish conditions for existence and uniqueness of solutions a…
math.NA2023
A model reduction method for large-scale linear multidimensional dynamical systems
M. A. Hamadi, K. Jbilou, A. Ratnani
In this work, we explore the application of multilinear algebra in reducing the order of multidimentional linear time-invariant (MLTI) systems. We use tensor Krylov subspace method…