Nonparametric Linear Feature Learning in Regression Through Regularisation. - Bertille Follain; Umut Simsekli; Francis Bach 001 (CoRR, 2023)

Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel Methods. - Bertille Follain; Francis Bach 001 (CoRR, 2024)

Betting on Sparsity: Leveraging Hidden Linear Features through Regularisation for Supervised Learning. (Miser sur la Parcimonie : Exploitation des Dépendances Linéaires Cachées via la Régularisation pour l'Apprentissage Supervisé). - Bertille Follain (2024)