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IMAML- Meta-Learning with Implicit Gradients

IMAML- Meta-Learning with Implicit Gradients

Yannic Kilcher via YouTube Direct link

- Derivation of the Implicit Gradient

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- Derivation of the Implicit Gradient

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IMAML- Meta-Learning with Implicit Gradients

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  1. 1 - Intro
  2. 2 - What is Meta-Learning?
  3. 3 - MAML vs iMAML
  4. 4 - Problem Formulation
  5. 5 - Proximal Regularization
  6. 6 - Derivation of the Implicit Gradient
  7. 7 - Intuition why this works
  8. 8 - Full Algorithm
  9. 9 - Experiments

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