The Kikuchi Hierarchy and Tensor PCA

The Kikuchi Hierarchy and Tensor PCA

Institute for Pure & Applied Mathematics (IPAM) via YouTube Direct link

Intro

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1 of 13

Intro

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Classroom Contents

The Kikuchi Hierarchy and Tensor PCA

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  1. 1 Intro
  2. 2 High-Dimensional Statistics
  3. 3 Statistical Physics of Inference
  4. 4 Sum of Squares (Sos) Hierarchy
  5. 5 Tensor PCA (Principal Component Analysis)
  6. 6 Algorithms for Tensor PCA
  7. 7 Subexponential Time Algorithms
  8. 8 Aside Low Degree Likelihood Ratio
  9. 9 Our Contributions
  10. 10 The Algorithm
  11. 11 Intuition for Symmetric Difference Matric
  12. 12 Related Work
  13. 13 Summary

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