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Overfitting; feature learning; dynamical mean field theory; generalization;

1 paper across 1 session

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Dynamical Decoupling of Generalization and Overfitting in Large Two-Layer Networks
#3005 · Andrea Montanari, Pierfrancesco Urbani

Large neural networks first learn low dimensional feature representation then overfit the data and revert to a kernel regime.