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Interpolation in Learning - Steps Towards Understanding When Overparameterization Is Harmless, When It Helps, and When It Causes Harm

Interpolation in Learning - Steps Towards Understanding When Overparameterization Is Harmless, When It Helps, and When It Causes Harm

Institute for Advanced Study via YouTube Direct link

Matrix Intuition

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Matrix Intuition

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Interpolation in Learning - Steps Towards Understanding When Overparameterization Is Harmless, When It Helps, and When It Causes Harm

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  1. 1 Introduction
  2. 2 Basic principle
  3. 3 Double descent phenomena
  4. 4 Interpretation regime
  5. 5 Ill climate talk
  6. 6 Lower bound
  7. 7 Visualizations
  8. 8 Is this paradigm attic
  9. 9 Aliasing and aliases
  10. 10 Intuition
  11. 11 Matrix Intuition
  12. 12 Minimum 2 Norms
  13. 13 Why
  14. 14 Examples

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