Jelani Nelson- Forty Years of Frequent Items

Jelani Nelson- Forty Years of Frequent Items

International Mathematical Union via YouTube Direct link

Stitching chunks as paths

15 of 24

15 of 24

Stitching chunks as paths

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Jelani Nelson- Forty Years of Frequent Items

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  1. 1 Intro
  2. 2 Finding frequent items
  3. 3 Harder problem: change detection
  4. 4 Turnstile streaming algonthms
  5. 5 Bounds attained for lg-heavy hitters
  6. 6 BPTree
  7. 7 Reduction to finding super-heavy items (BLIW'16)
  8. 8 Final reduction
  9. 9 Example application of core lemma
  10. 10 Basic idea to make use core lemma
  11. 11 Comparison of bounds
  12. 12 Our contribution
  13. 13 Our solution
  14. 14 Main data structure
  15. 15 Stitching chunks as paths
  16. 16 Stitching chunks the right way
  17. 17 Using expanders for stitching
  18. 18 Answering HH queries
  19. 19 Local Differential Privacy
  20. 20 Things to optimize
  21. 21 Utility of meta approach By independence
  22. 22 Experiments
  23. 23 Code release
  24. 24 Tradeoff

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