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Eric Hou

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Preprint Jul 2026

Local Regularization Does Not Characterize Multiclass PAC Learnability

Local regularization assigns each hypothesis a test-point-dependent score and predicts with a minimum-score hypothesis consistent with the sample consistent with the sample, and this principle characterizes multiclass PAC learnability is negative.

Eric Hou · 1 citation