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Two Speeds of Learning: A Representation-Readout Decomposition of Grokking and Double Descent
A representation-readout decomposition attributes grokking and double descent to competing encoder and classifier dynamics, showing delayed generalization stems from gradual representation learning rather than lazy-to-rich transitions.
Atlanta Poster Session 1, Wed, Dec 9, 10:00 AM–1:00 PM, Hall C1 · Published 2026
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AI panel: 15 of 20 reviewers recommend it
lenient 4/5
medium 9/10
strict 2/5