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MCCE: Monte Carlo sampling of valid and realistic counterfactual explanations for tabular data.

Annabelle RedelmeierMartin JullumKjersti AasAnders Løland
Published in: Data Min. Knowl. Discov. (2024)
Keyphrases
  • monte carlo sampling
  • tabular data
  • statistical disclosure control
  • cell suppression
  • controlled tabular adjustment
  • differential privacy
  • machine learning
  • search engine
  • multibody
  • disclosure risk