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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

P. Cholamjiak

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Sep 2026

A HYBRID ADAPTIVE RESTART FRAMEWORK FOR ACCELERATED INEXACT PROXIMAL GRADIENT METHODS IN NON-CONVEX OPTIMIZATION

Accelerated inexact proximal-gradient methods are effective for non-convex composite optimization, but combining adaptive step sizes with acceleration can lead to numerical instability. We propose a Hybrid Adaptive Accelerated Inexact Proximal Gradient (HA-AIPG) framework designed to balance exploratory steps with conv...

Nontawat Eiamniran, P. Cholamjiak, Jen-Chih Yao · 0 citations

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