no code implementations • 24 Dec 2024 • Dou El Kefel Mansouri, Seif-Eddine Benkabou, Khalid Benabdeslem
Fr\'echet regression extends linear regression to model complex responses in metric spaces, making it particularly relevant for multi-label regression, where each instance can have multiple associated labels.
1 code implementation • 17 Dec 2024 • Abderrezzaq Sendjasni, Seif-Eddine Benkabou, Mohamed-Chaker Larabi
This article presents a novel approach to improving the accuracy of 360-degree perceptual image quality assessment (IQA) through a two-fold patch selection process.
no code implementations • 18 Nov 2024 • Dou El Kefel Mansouri, Khalid Benabdeslem, Seif-Eddine Benkabou
In this paper, we address the problem of feature selection in the context of multi-label learning, by using a new estimator based on implicit regularization and label embedding.