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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

Wen-Guang Sun

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Preprint Sep 2026

Structure-Adaptive E-Value Filter for Detecting Regional Signals in Brain Imaging

Structural MRI provides a noninvasive view of the neuroanatomical differences associated with cognitive impairment and dementia. Using data from the Alzheimer's Disease Neuroimaging Initiative, we investigate which anatomical regions exhibit widespread gray-matter differences and how these regional patterns vary across...

Jing-Cheng He, Hang-Jin Jiang, Wen-Guang Sun et al. · 0 citations
Preprint Sep 2026

COINS: Any-Stage-Valid and Utility-Oriented Sequential Conformal Prediction

Many predictive workflows update uncertainty as information is acquired and use intermediate reports to determine whether to stop or deploy further resources. We study conformal inference in this setting, treating the resulting prediction sequence as the inferential object. We require any-stage validity, which protects...

Wang-Cheng Li, Nan Qiao, Xu Guo et al. · 0 citations

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