Why Should Q=P in the Wasserstein Distance Between Persistence Diagrams?

Why Should Q=P in the Wasserstein Distance Between Persistence Diagrams?

Applied Algebraic Topology Network via YouTube Direct link

Intro

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1 of 21

Intro

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Why Should Q=P in the Wasserstein Distance Between Persistence Diagrams?

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  1. 1 Intro
  2. 2 Matchings between diagrams
  3. 3 Bottleneck distance distance
  4. 4 The main contenders
  5. 5 Coordinates have separate meanings
  6. 6 An example with height functions
  7. 7 An example with point clouds
  8. 8 Recall: Sublevel sets of functions on simplicial complexes
  9. 9 Local Stability for functions on simplicial complexes
  10. 10 Interleaving distance
  11. 11 The p-norm of a persistence module
  12. 12 Morphisms between persistence diagrams
  13. 13 Example with persistence modules of a single interval
  14. 14 Constructing a span from a matching
  15. 15 Spans for the bottleneck distance - matching the diagonal
  16. 16 Mean as minimiser of sum of distances squared
  17. 17 Candidates for the Mean
  18. 18 Candidates for the Median
  19. 19 Median of a selection - q=p=1
  20. 20 A case for change - replace
  21. 21 Lipschitz stability corollaries

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