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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

Experimental Pipeline

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Experimental Pipeline

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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 Proof
  3. 3 Experimental Pipeline
  4. 4 Results
  5. 5 Conclusion

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