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Lower and Upper Bounds on the VC-Dimension of Tensor Network Models

Lower and Upper Bounds on the VC-Dimension of Tensor Network Models

Centre de recherches mathématiques - CRM via YouTube Direct link

Quantum Physics

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Quantum Physics

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Classroom Contents

Lower and Upper Bounds on the VC-Dimension of Tensor Network Models

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  1. 1 Intro
  2. 2 Tensor Networks
  3. 3 Decomposition
  4. 4 Task
  5. 5 Learning
  6. 6 Relationship
  7. 7 Quantum Physics
  8. 8 Examples
  9. 9 VCDimension of Hypothesis Classes
  10. 10 Generalization Bond
  11. 11 Proof
  12. 12 Example
  13. 13 Lower Bounds
  14. 14 Future Work

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