Peter Bubenik - Topological Data Analysis for Biological Images

Peter Bubenik - Topological Data Analysis for Biological Images

Applied Algebraic Topology Network via YouTube Direct link

Support vector regression

13 of 20

13 of 20

Support vector regression

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Classroom Contents

Peter Bubenik - Topological Data Analysis for Biological Images

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  1. 1 Introduction
  2. 2 Persistent homology
  3. 3 Structure theorem
  4. 4 Real data
  5. 5 Data science
  6. 6 Persistence landscape
  7. 7 Stability
  8. 8 Joint project
  9. 9 Actin cytoskeleton
  10. 10 Profilin
  11. 11 Subsample patches
  12. 12 Persistence landscapes
  13. 13 Support vector regression
  14. 14 Results
  15. 15 Visualization
  16. 16 Thank you
  17. 17 Wrap up
  18. 18 Parallel lines
  19. 19 Challenges
  20. 20 Questions

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