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stat.ML2024
A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces
Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado +2
This paper introduces a novel methodology for Feature Selection for Functional Classification, FSFC, that addresses the challenge of jointly performing feature selection and classi…
stat.ML2020★ 3 cited
An Efficient Semi-smooth Newton Augmented Lagrangian Method for Elastic Net
Tobia Boschi, Matthew Reimherr, Francesca Chiaromonte
Feature selection is an important and active research area in statistics and machine learning. The Elastic Net is often used to perform selection when the features present non-negl…