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Department of Mathematical Informatics, The University of Tokyo, Japan, Center for Advanced Intelligence Project, RIKEN, Japan
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Takeuchi's Information Criterion (TIC) accurately predicts DNN generalization gaps, but only when models operate near the Neural Tangent Kernel (NTK) regime.