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

Victoria ChengVinith M. SuriyakumarNatalie DullerudShalmali JoshiMarzyeh Ghassemi
Published in: FAccT (2021)
Keyphrases
  • synthetic data
  • differentially private
  • data sets
  • real image data
  • feature extraction
  • mri data
  • machine learning
  • synthetic datasets
  • databases
  • real world
  • information retrieval
  • feature space
  • website