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To Pool or Not To Pool: Analyzing the Regularizing Effects of Group-Fair Training on Shared Models.

Cyrus CousinsI. Elizabeth KumarSuresh Venkatasubramanian
Published in: CoRR (2024)
Keyphrases
  • probabilistic model
  • experimental data
  • statistical models
  • training set
  • supervised learning
  • statistical model
  • learning algorithm
  • least squares
  • graphical models
  • test set
  • training phase
  • failure modes