Generalization bounds for deep thresholding networks. - Arash Behboodi; Holger Rauhut; Ekkehard Schnoor (CoRR, 2020)

Generalization Error Bounds for Iterative Recovery Algorithms Unfolded as Neural Networks. - Ekkehard Schnoor; Arash Behboodi; Holger Rauhut (CoRR, 2021)

Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm. - Malik Tiomoko; Ekkehard Schnoor; Mohamed El Amine Seddik; Igor Colin; Aladin Virmaux (ICML, 2022)

High-Dimensional Analysis of Bootstrap Ensemble Classifiers. - Hamza Cherkaoui; Malik Tiomoko; Mohamed El Amine Seddik; Cosme Louart; Ekkehard Schnoor; Balázs Kégl (CoRR, 2025)