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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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Ru-Yan Xiong

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Open access Jul 2026

The Gradient Descent Based Adaptive Optimizer Algorithm in Deep Learning

A lightweight short-term gradient-aware mechanism based on gradient sign consistency, which improves optimization stability while maintaining low computational complexity is proposed and two Adam-based optimizers are developed by incorporating adaptive friction coefficients constructed through Sigmoid and Tanh mappings...

Rong-Jian Chen, Ru-Yan Xiong, Xiaodong Yang · 0 citations

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