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If g(y) = 0 , then f (y) = βh(y) ̸= 0, zy ̸= 0 (since 0 ∈ ∂h(y) =⇒ h(y) = 0 )

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cs.LG 1

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2025 1

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CONDITIONAL 1

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Grokking Beyond the Euclidean Norm of Model Parameters

cs.LG · 2025-06-06 · conditional · novelty 6.0

Grokking is induced by any small nonzero regularizer whose favored solutions generalize, with a delay that scales like one over the learning rate times the regularization strength.

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  • Grokking Beyond the Euclidean Norm of Model Parameters cs.LG · 2025-06-06 · conditional · none · ref 13

    Grokking is induced by any small nonzero regularizer whose favored solutions generalize, with a delay that scales like one over the learning rate times the regularization strength.