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- The Grokking Phenomenon
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Classroom Contents
Grokking - Generalization Beyond Overfitting on Small Algorithmic Datasets
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- 1 - Intro & Overview
- 2 - The Grokking Phenomenon
- 3 - Related: Double Descent
- 4 - Binary Operations Datasets
- 5 - What quantities influence grokking?
- 6 - Learned Emerging Structure
- 7 - The role of smoothness
- 8 - Simple explanations win
- 9 - Why does weight decay encourage simplicity?
- 10 - Appendix
- 11 - Conclusion & Comments
