Towards Fully Parameter-Free Stochastic Optimization: Grid Search with Self-Bounding Analysis
arXiv:2604.16888v1 Announce Type: new
Abstract: Parameter-free stochastic optimization aims to design algorithms that are agnostic to the underlying problem parameters while still achieving convergence rates competitive with optimally tuned methods. W…