2026
Flat Minima and Generalization: Insights from Stochastic Convex Optimization
ICML 2026poster
Understanding the generalization behavior of learning algorithms is a central goal of learning theory. A recently emerging explanation is that learning algorithms are successful in practice because they converge to flat minima, which have been consistently associated with improved generalization per…