Enea Monzio Compagnoni

12 papers A* 2A 2B 1Journal 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Methods Are Preferable in High Privacy Settings: An SDE Perspective.
CoRR
Enea Monzio Compagnoni, Alessandro Stanghellini, Rustem Islamov, Aurélien Lucchi, Anastasiia Koloskova
2025 A* conf
Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise.
ICLR
Enea Monzio Compagnoni, Tianlin Liu, Rustem Islamov, Frank Norbert Proske, Antonio Orvieto, Aurélien Lucchi
2025 J jnl
On the Interaction of Noise, Compression Role, and Adaptivity under (L
CoRR
Enea Monzio Compagnoni, Rustem Islamov, Antonio Orvieto, Eduard Gorbunov
2025 A conf
Unbiased and Sign Compression in Distributed Learning: Comparing Noise Resilience via SDEs.
AISTATS
Enea Monzio Compagnoni, Rustem Islamov, Frank Norbert Proske, Aurélien Lucchi
2025 J jnl
Unbiased and Sign Compression in Distributed Learning: Comparing Noise Resilience via SDEs.
CoRR
Enea Monzio Compagnoni, Rustem Islamov, Frank Norbert Proske, Aurélien Lucchi
2024 J jnl
Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise.
CoRR
Enea Monzio Compagnoni, Tianlin Liu, Rustem Islamov, Frank Norbert Proske, Antonio Orvieto, Aurélien Lucchi
2024 A conf
SDEs for Minimax Optimization.
AISTATS
Enea Monzio Compagnoni, Antonio Orvieto, Hans Kersting, Frank Proske, Aurélien Lucchi
2024 J jnl
SDEs for Minimax Optimization.
CoRR
Enea Monzio Compagnoni, Antonio Orvieto, Hans Kersting, Frank Norbert Proske, Aurélien Lucchi
2023 A* conf
An SDE for Modeling SAM: Theory and Insights.
ICML
Enea Monzio Compagnoni, Luca Biggio, Antonio Orvieto, Frank Norbert Proske, Hans Kersting, Aurélien Lucchi
2023 J jnl
An SDE for Modeling SAM: Theory and Insights.
CoRR
Enea Monzio Compagnoni, Luca Biggio, Antonio Orvieto, Frank Norbert Proske, Hans Kersting, Aurélien Lucchi
2023 B conf
On the effectiveness of Randomized Signatures as Reservoir for Learning Rough Dynamics.
IJCNN
Enea Monzio Compagnoni, Anna Scampicchio, Luca Biggio, Antonio Orvieto, Thomas Hofmann, Josef Teichmann
2022 J jnl
Randomized Signature Layers for Signal Extraction in Time Series Data.
CoRR
Enea Monzio Compagnoni, Luca Biggio, Antonio Orvieto, Thomas Hofmann, Josef Teichmann