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Counterfactually Fair Prediction Using Multiple Causal Models.
Fabio Massimo Zennaro
Magdalena Ivanovska
Published in:
EUMAS (2018)
Keyphrases
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causal models
conditional independence
causal relationships
causal discovery
prediction accuracy
dependency graphs
probabilistic model
causal relations
computational complexity
online learning
prediction error
directed acyclic graph
causal reasoning
tractable cases