Differentially Private Sampling from Distributions

Differentially Private Sampling from Distributions

Fields Institute via YouTube Direct link

Sampling Accuracy

3 of 14

3 of 14

Sampling Accuracy

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Differentially Private Sampling from Distributions

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  1. 1 Intro
  2. 2 Private Sampling
  3. 3 Sampling Accuracy
  4. 4 Context
  5. 5 Why study this problem?
  6. 6 Summary of Contributions
  7. 7 Related Work
  8. 8 Techniques
  9. 9 Simple Example: Bernoulli with Bounded 57
  10. 10 Bernoulli with Bounded Bias: Privacy
  11. 11 Overview of product lower bound
  12. 12 Overview of proof (fairytale version)
  13. 13 Visual depiction of algorithm
  14. 14 Conclusion

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