Frank Norbert Proske

3 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (7) 🌉 Interdisciplinary Bridge

Conferences

AISTATS (1) ICLR (1) ICML (1)

Top co-authors

Aurelien Lucchi (3) Enea Monzio Compagnoni (3) Antonio Orvieto (2) Rustem Islamov (2) Hans Kersting (1) Tianlin Liu (1) Luca Biggio (1)

Keywords

stochastic gradient descent (1) sharpness-aware minimization (1) stochastic differential equation (1) flat minima (1) saddle point (1) flat minimum (1) hessian-dependent noise (1)

Papers

Unbiased and Sign Compression in Distributed Learning: Comparing Noise Resilience via SDEs AISTATS 2025

Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise ICLR 2025

An SDE for Modeling SAM: Theory and Insights ICML 2023