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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

H. Dahal

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Review Sep 2026

A Conditional-Distribution Framework for Validating Synthetic Multivariate Data

A model-agnostic framework based on full conditional distributions distinguishes three statistically different failure modes: loss of dependence, record reuse, and mode concentration, and provides a principled basis for validating synthetic health, surveillance, and population data.

H. Dahal, Ishanu Chattopadhyay · 0 citations

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