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ZoAQ: Adaptive Zeroth-Order Querying via Query-Reuse Coupling
Zeroth-order optimization (ZOO) estimates updates from function evaluations, making perturbation queries a primary cost. Fixed budgets spend the same number of queries at every step, while adaptive controllers may offset their savings by using additional oracle calls to test estimator reliability. W
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