2 papers
stat.ML2024
Fréchet regression with implicit denoising and multicollinearity reduction
Dou El Kefel Mansouri, Seif-Eddine Benkabou, Khalid Benabdeslem
Fréchet regression extends linear regression to model complex responses in metric spaces, making it particularly relevant for multi-label regression, where eachinstance can have mu…
cs.LG2024
Implicit Regularization for Multi-label Feature Selection
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. Un…