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Tensor Programs - Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer

Tensor Programs - Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer

Aleksa Gordić - The AI Epiphany via YouTube Direct link

uTransfer introduced

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uTransfer introduced

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Tensor Programs - Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer

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  1. 1 uTransfer introduced
  2. 2 Previous work tensor programs IV
  3. 3 NTK - neural tangent kernel recap
  4. 4 abc parametrization
  5. 5 How does learning happen in NTK?
  6. 6 Connections to Central Limit Theorem
  7. 7 Maximal Update Parametrization in Practice
  8. 8 DeepNet paper connection
  9. 9 Results width is all you need?

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