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Efficient and Modular Implicit Differentiation - Machine Learning Research Paper Explained

Efficient and Modular Implicit Differentiation - Machine Learning Research Paper Explained

Yannic Kilcher via YouTube Direct link

- Unrolling Optimization

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- Unrolling Optimization

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Efficient and Modular Implicit Differentiation - Machine Learning Research Paper Explained

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  1. 1 - Intro & Overview
  2. 2 - Automatic Differentiation of Inner Optimizations
  3. 3 - Example: Meta-Learning
  4. 4 - Unrolling Optimization
  5. 5 - Unified Framework Overview & Pseudocode
  6. 6 - Implicit Function Theorem
  7. 7 - More Technicalities
  8. 8 - Experiments

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