Deep Networks Are Kernel Machines

Deep Networks Are Kernel Machines

Yannic Kilcher via YouTube Direct link

- Kernel Machines vs Gradient Descent

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- Kernel Machines vs Gradient Descent

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Classroom Contents

Deep Networks Are Kernel Machines

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  1. 1 - Intro & Outline
  2. 2 - What is a Kernel Machine?
  3. 3 - Kernel Machines vs Gradient Descent
  4. 4 - Tangent Kernels
  5. 5 - Path Kernels
  6. 6 - Main Theorem
  7. 7 - Proof of the Main Theorem
  8. 8 - Implications & My Comments

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