Grasp is a grid search method with self-bounding analysis enabling fully parameter-free stochastic optimization with near-optimal rates in non-convex settings and competitive performance in convex cases.
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Towards Fully Parameter-Free Stochastic Optimization: Grid Search with Self-Bounding Analysis
Grasp is a grid search method with self-bounding analysis enabling fully parameter-free stochastic optimization with near-optimal rates in non-convex settings and competitive performance in convex cases.