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Federated Heavy Hitters Discovery with Differential Privacy

Federated Heavy Hitters Discovery with Differential Privacy

Simons Institute via YouTube Direct link

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Applications

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Federated Heavy Hitters Discovery with Differential Privacy

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  1. 1 Introduction
  2. 2 Federated Learning
  3. 3 Multiparty Computation
  4. 4 Open Research
  5. 5 Applications
  6. 6 Differential Privacy
  7. 7 Two Models
  8. 8 Four Essential Ingredients
  9. 9 The Algorithm
  10. 10 Algorithm Parameters
  11. 11 Results
  12. 12 Tradeoffs
  13. 13 Deltas
  14. 14 Comparison

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