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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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Abdullah Karasan

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Preprint Aug 2026

Representation Measurements Under Function-Preserving Reparameterizations

This study shows that column-permutation parallel analysis violates function-preserving reparameterization invariance because its reference distribution and selected component count can change while the model function and observed covariance spectrum remain fixed.

Abdullah Karasan · 0 citations

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