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Adaptive Sampling Strategies to Construct Equitable Training Datasets.

William CaiRo EncarnacionBobbie ChernSam Corbett-DaviesMiranda BogenStevie BergmanSharad Goel
Published in: FAccT (2022)
Keyphrases
  • sampling strategies
  • training dataset
  • sampling strategy
  • active learning
  • training data
  • training set
  • metadata
  • supervised learning
  • class labels
  • matrix factorization