Soft Mode in the Dynamics of Over-realizable On-line Learning for Soft Committee Machines. - Frederieke Richert; Roman Worschech; Bernd Rosenow (CoRR, 2021)

Online Learning for the Random Feature Model in the Student-Teacher Framework. - Roman Worschech; Bernd Rosenow (CoRR, 2023)

Analyzing Neural Scaling Laws in Two-Layer Networks with Power-Law Data Spectra. - Roman Worschech; Bernd Rosenow (ICLR, 2025)