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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

He Chen

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Preprint Aug 2026

A Unified Framework for Iterate Convergence of Bregman Proximal Methods

A unified iterate convergence framework that applies to a broad group of kernels and composite objective functions is developed, and it is shown that the continuous-time BPM (mirror flow) converges to a stationary point for o-minimal definable objective functions, yielding the first trajectory convergence result for mi...

He Chen, Jiaming Fan, Anthony Man-Cho So · 1 citation · ⚡1
Preprint Aug 2026

On the Iterate Convergence of Bregman Projected Gradient Method

A novel convergence analysis framework for the BPGM with the Shannon entropy kernel is developed, yielding strong convergence results for a broad class of objective functions under linear constraints.

He Chen, Anthony Man-Cho So · 1 citation

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