Proske, Frank Norbert

4 publications

ICLR 2025 Adaptive Methods Through the Lens of SDEs: Theoretical Insights on the Role of Noise Enea Monzio Compagnoni, Tianlin Liu, Rustem Islamov, Frank Norbert Proske, Antonio Orvieto, Aurelien Lucchi

AISTATS 2025 Unbiased and Sign Compression in Distributed Learning: Comparing Noise Resilience via SDEs Enea Monzio Compagnoni, Rustem Islamov, Frank Norbert Proske, Aurelien Lucchi

ICML 2023 An SDE for Modeling SAM: Theory and Insights Enea Monzio Compagnoni, Luca Biggio, Antonio Orvieto, Frank Norbert Proske, Hans Kersting, Aurelien Lucchi

NeurIPSW 2022 Batch Size Selection by Stochastic Optimal Control Jim Zhao, Aurelien Lucchi, Frank Norbert Proske, Antonio Orvieto, Hans Kersting