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Distance Metric Learning and Outlier Detection in Data Mining - Spring 2023

Distance Metric Learning and Outlier Detection in Data Mining - Spring 2023

UofU Data Science via YouTube Direct link

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Distance Metric Learning and Outlier Detection in Data Mining - Spring 2023

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  1. 1 Recording starts
  2. 2 Announcements
  3. 3 Distance metric learning
  4. 4 Recasting the optimization objective
  5. 5 Optimization procedure
  6. 6 DML-EIG
  7. 7 Classes of data noise
  8. 8 Outliers
  9. 9 Outlier removal
  10. 10 Density-based approach
  11. 11 DBSCAN
  12. 12 Reverse nearest neighbors
  13. 13 Matrix completion intro
  14. 14 Lecture end

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