Spectral Analysis of Matrix Scaling and Operator Scaling

Spectral Analysis of Matrix Scaling and Operator Scaling

IEEE FOCS: Foundations of Computer Science via YouTube Direct link

Intro

1 of 18

1 of 18

Intro

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Spectral Analysis of Matrix Scaling and Operator Scaling

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  1. 1 Intro
  2. 2 Outline
  3. 3 Alternating Scaling Algorithm
  4. 4 Applications
  5. 5 Continuous Matrix Scaling Algorithm
  6. 6 Continuous Operator Scaling Algorithm
  7. 7 Gradient Flow
  8. 8 Spectral Condition for Matrix Scaling
  9. 9 Spectral Condition for Operator Scaling
  10. 10 Main Theorem: Linear Convergence
  11. 11 Condition Number
  12. 12 Frames
  13. 13 Numerical Relacation
  14. 14 The Paulsen Problem
  15. 15 Previous work
  16. 16 Frame Results
  17. 17 Permanent
  18. 18 Open Questions

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