Search Results for author: Frank Norbert Proske

Found 2 papers, 1 papers with code

SDEs for Minimax Optimization

1 code implementation19 Feb 2024 Enea Monzio Compagnoni, Antonio Orvieto, Hans Kersting, Frank Norbert Proske, Aurelien Lucchi

Minimax optimization problems have attracted a lot of attention over the past few years, with applications ranging from economics to machine learning.

An SDE for Modeling SAM: Theory and Insights

no code implementations19 Jan 2023 Enea Monzio Compagnoni, Luca Biggio, Antonio Orvieto, Frank Norbert Proske, Hans Kersting, Aurelien Lucchi

We study the SAM (Sharpness-Aware Minimization) optimizer which has recently attracted a lot of interest due to its increased performance over more classical variants of stochastic gradient descent.

Cannot find the paper you are looking for? You can Submit a new open access paper.