Spectral Stability Under Real Random Absolutely Continuous Perturbations

Spectral Stability Under Real Random Absolutely Continuous Perturbations

USC Probability and Statistics Seminar via YouTube Direct link

Complex shifts of real matrices.

14 of 17

14 of 17

Complex shifts of real matrices.

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Classroom Contents

Spectral Stability Under Real Random Absolutely Continuous Perturbations

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  1. 1 Intro
  2. 2 The conspiracy: Machine error and non-normality
  3. 3 About this talk
  4. 4 Preliminaries: Eigenvalue condition numbers
  5. 5 Preliminaries: Minimum eigenvalue gap
  6. 6 Main theorems
  7. 7 Hermitization (proof technique)
  8. 8 Tail bounds for the singular values
  9. 9 The real world is challenging and full of surprises
  10. 10 Hermitization of the minimum eigenvalue gap
  11. 11 Preliminaries: Pseudospectrum
  12. 12 Hermitization of the eigenvalue condition numbers
  13. 13 Pseudospectral shattering
  14. 14 Complex shifts of real matrices.
  15. 15 Hermitization of eigenvalue condition numbers
  16. 16 Related work
  17. 17 Open problems

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