Optimal Parameter-Free First-Order Methods for Convex Optimization with Unknown Growth and Smoothness

Liwei Jiang, Ke Tang, Zhe Zhang

We study deterministic first-order minimization of a convex function without prior knowledge of the objective's growth, smoothness regime, or associated parameters. We develop anyt…