Compagnoni, Enea Monzio

3 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

NeurIPSW 2021 Empirics on the Expressiveness of Randomized Signature Enea Monzio Compagnoni, Luca Biggio, Antonio Orvieto