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Do Machine Learning Models Memorize or Generalize?
[2405.15071] Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization
[2201.02177] Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets
dfc310e81992d2e4cedc09ac47eff13e-Paper-Conference.pdf
Double Descent
Deep double descent | OpenAI
Deep Double Descent (cross-posted on OpenAI blog) – Windows On Theory
[1812.11118] Reconciling modern machine learning practice and the bias-variance trade-off
[1710.03667] High-dimensional dynamics of generalization error in neural networks
Machine Learning: Overfitting Is Your Friend, Not Your Foe
1912.02292
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