Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise - Monzio Compagnoni, Enea; Liu, Tianlin; Islamov, Rustem; Proske, Frank; Orvieto, Antonio; Lucchi, Aurelien (International Conference on Learning Representations, 2025)