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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Yang-Yang Feng

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#machine learning Preprint Aug 2026

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. We introduce ZoAQ, an...

Yang-Yang Feng, Yao Shu · 0 citations

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