Topic: phase structure

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Saturday, September 12, 2026

research35

Quantifying the Memorization-to-Generalization Transition: Scaling Laws and Phase Structure in Grokking

Researchers have quantified when neural networks transition from memorization to generalization, a phase known as "grocking," providing deeper insights into the timing of this critical learning process. This work is significant because understanding these dynamics can help improve training methods and model performance in machine learning.

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