Translations:Adam A Method for Stochastic Optimization/24/en: Difference between revisions

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    The paper provided a convergence analysis showing that Adam achieves an <math>O(\sqrt{T})</math> regret bound in the online convex optimization framework, matching the best known bounds for adaptive methods.
    The paper provided a {{Term|convergence}} analysis showing that Adam achieves an <math>O(\sqrt{T})</math> regret bound in the online {{Term|convex optimization}} framework, matching the best known bounds for adaptive methods.

    Latest revision as of 21:37, 27 April 2026

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    Message definition (Adam A Method for Stochastic Optimization)
    The paper provided a {{Term|convergence}} analysis showing that Adam achieves an <math>O(\sqrt{T})</math> regret bound in the online {{Term|convex optimization}} framework, matching the best known bounds for adaptive methods.

    The paper provided a convergence analysis showing that Adam achieves an $ O(\sqrt{T}) $ regret bound in the online convex optimization framework, matching the best known bounds for adaptive methods.