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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

Hua-Li Zhao

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Preprint Sep 2026

Doubly robust target inference for generalized linear regression with completely missing covariates

Large-scale multipurpose cohort studies and biobanks often omit covariates needed for specific downstream analyses. We study target-population inference for generalized linear regression when key covariates are completely absent from the target data but observed in a related source population. Standard missing covariat...

Hua-Li Zhao, Kerstin Bunte Bernoulli Institute of Mathematics, Statistics et al. · 0 citations
#machine learning Review Oct 2026

Data Fusion for Errors-in-Variables

We study errors-in-variables problems in which a target study contains only a single error-prone surrogate of an unobserved exposure, while an external source study provides repeated surrogate measurements from a different population. The measurement error distribution is allowed to depend on the observed error-free va...

Hua-Li Zhao, Mo-Lei Liu, Tian-Ying Wang · 0 citations

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