Establishes high-probability bounds for zeroth-order GD showing logarithmic dependence on failure probability δ in deterministic case and specific query complexity in stochastic case.
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2026 1verdicts
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High-Probability Guarantees for Random Zeroth-Order (Stochastic) Gradient Descent
Establishes high-probability bounds for zeroth-order GD showing logarithmic dependence on failure probability δ in deterministic case and specific query complexity in stochastic case.