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Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias.

Sierra Calanda WyllieIlia ShumailovNicolas Papernot
Published in: FAccT (2024)
Keyphrases
  • synthetic data
  • feedback loops
  • data sets
  • feedback loop
  • fuzzy cognitive maps
  • real image data
  • real world
  • training set
  • game theory
  • utility function
  • training process
  • mri data