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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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Artur Dubrawski

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#machine learning Preprint Sep 2026

Towards Universal Representation-Based Process Control

This work views window-level monitoring as a process control problem and reformulates it as reference-based hypothesis testing, where the null hypothesis is specified by an empirical reference distribution rather than a fixed parametric model, and operationalizes this perspective through a representation-based, nonpara...

Jinmyeong Choi, Taesup Kim, Artur Dubrawski · 0 citations

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