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A Unified Theory of H-Duality in First-Order Methods
We provide two complementary explanations of H-duality in smooth strongly convex optimization and contractive fixed-point problems. H-duality refers to the phenomenon where the worst-case performance of many fixed-step first-order methods (FSFOMs) for a given performance setup are exactly equal to t
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