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Can You Fake It Until You Make It? - Impacts of Differentially Private Synthetic Data on Downstream Classification Fairness

Can You Fake It Until You Make It? - Impacts of Differentially Private Synthetic Data on Downstream Classification Fairness

ACM FAccT Conference via YouTube Direct link

Motivation

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Motivation

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Can You Fake It Until You Make It? - Impacts of Differentially Private Synthetic Data on Downstream Classification Fairness

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  1. 1 Introduction
  2. 2 Motivation
  3. 3 Proof
  4. 4 Experimental Pipeline
  5. 5 Results
  6. 6 Conclusion

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