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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

Author

Zhaohui Fu

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Preprint Aug 2026

Optimal Sobolev Approximation by Deterministic and Random Shallow Sigmoidal Networks

It is proved that dictionaries obtained by independent parameter sampling from any prescribed density bounded away from zero attain the same approximation exponent with high probability, up to logarithmic oversampling.

Zhaohui Fu, Yang-Shuai Wang · 2 citations · ⚡1

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