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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Suvinava Basak

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Preprint Aug 2026

Is Grokking a Loss of Normal Hyperbolicity of the Interpolation Manifold?

A simple, optimizer-agnostic diagnostic: the smallest nonzero singular value of the residual Jacobian of the residual Jacobian, which, for the squared loss, equals the slowest normal restoring rate of the manifold.

Suvinava Basak · 0 citations

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