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Enea Monzio Compagnoni
Enea Monzio Compagnoni
PhD Student - University of Basel
E-mail confirmado em unibas.ch - Página inicial
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On the effectiveness of Randomized Signatures as Reservoir for Learning Rough Dynamics
EM Compagnoni, A Scampicchio, L Biggio, A Orvieto, T Hofmann, ...
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
26*2023
An SDE for Modeling SAM: Theory and Insights
EM Compagnoni, L Biggio, A Orvieto, FN Proske, H Kersting, A Lucchi
International Conference on Machine Learning, 25209-25253, 2023
252023
SDEs for Minimax Optimization
EM Compagnoni, A Orvieto, H Kersting, FN Proske, A Lucchi
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2024
32024
Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise
EM Compagnoni, T Liu, R Islamov, FN Proske, A Orvieto, A Lucchi
International Conference on Learning Representations (ICLR 2025), 2025
22025
Risk Sharing with Deep Neural Networks
M Burzoni, A Doldi, E Monzio Compagnoni
Quantitative Finance, 2024 24 (2), 233-252, 2024
22024
Unbiased and Sign Compression in Distributed Learning: Comparing Noise Resilience via SDEs
EM Compagnoni, R Islamov, FN Proske, A Lucchi
The 28th International Conference on Artificial Intelligence and Statistics, 2025
2025
Empirics on the Expressiveness of Randomized Signature
E Monzio Compagnoni, L Biggio, A Orvieto
The Symbiosis of Deep Learning and Differential Equations: DLDE Workshop …, 2021
2021
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