Scholar
Enea Monzio Compagnoni
Google Scholar ID: 6qKgak8AAAAJ
PhD Student - University of Basel
Stochastic Optimization
Optimization
Deep Learning
Stochastic Calculus
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Citations & Impact
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Citations
88
H-index
5
i10-index
3
Publications
8
Co-authors
12
list available
Contact
Email
eneamonziocompagnoni@gmail.com
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Publications
7 items
How the Hessian-Spectrum of Neural Networks Depends on Data
2026
Cited
0
A Diffusion Approximation for Temporal-Difference Learning with Linear Features under Markovian Noise
2026
Cited
0
Beyond a Single Explanation of the Adam--SGD Gap
2026
Cited
0
Adaptive Methods Are Preferable in High Privacy Settings: An SDE Perspective
2026
Cited
0
On the Interaction of Noise, Compression Role, and Adaptivity under $(L_0, L_1)$-Smoothness: An SDE-based Approach
2025
Cited
0
Unbiased and Sign Compression in Distributed Learning: Comparing Noise Resilience via SDEs
2025
Cited
0
Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
12 total
Antonio Orvieto
ELLIS Institute Tübingen, Max Planck Institute for Intelligent Systems
Aurelien Lucchi
Associate Professor, Department of Mathematics and Computer Science, University of Basel
Luca Biggio
Assistant Professor, Bocconi University
Rustem Islamov
PhD student, University of Basel
Co-author 5
Josef Teichmann
ETH Zurich
Anna Scampicchio
ETH Zurich
Tianlin Liu
Google DeepMind
