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Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias.

Sierra Calanda WyllieIlia ShumailovNicolas Papernot
Published in: CoRR (2024)
Keyphrases
  • synthetic data
  • feedback loops
  • data sets
  • training set
  • fuzzy cognitive maps
  • real world
  • real image data
  • supervised learning
  • mri data
  • feedback loop
  • database
  • neural network
  • probabilistic model
  • training process