Larger neural networks keep learning from ever-weaker spectral directions of the empirical neural tangent kernel, a capacity the authors call spectral reach.
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Spectral Reach: Understanding Neural Scaling as Progress into the Spectral Tail
Larger neural networks keep learning from ever-weaker spectral directions of the empirical neural tangent kernel, a capacity the authors call spectral reach.