Metric Representations - Algorithms and Geometry

Metric Representations - Algorithms and Geometry

Joint Mathematics Meetings via YouTube Direct link

Project and Forget

8 of 18

8 of 18

Project and Forget

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Metric Representations - Algorithms and Geometry

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  1. 1 Intro
  2. 2 Metric representations: Algorithms and Geometry
  3. 3 Classical multi-dimensional scaling
  4. 4 Metric repair: definitions
  5. 5 Metric Repair Formally
  6. 6 General problem formulation: metric constrained problems
  7. 7 Optimization techniques: existing methods
  8. 8 Project and Forget
  9. 9 Metric violations: Separation oracle
  10. 10 Metric violations: shortest path
  11. 11 Bregman projection
  12. 12 Theoretical results: Summary Theorem
  13. 13 Extensions and applications
  14. 14 Metric repair: traditional techniques
  15. 15 Three Repair Scenarios: Constrain P
  16. 16 Extensions and generalizations
  17. 17 Graph metric repair: results summary
  18. 18 Dimensionality Reduction Algorithms

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