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The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations.
Thibault Laugel
Marie-Jeanne Lesot
Christophe Marsala
Xavier Renard
Marcin Detyniecki
Published in:
IJCAI (2019)
Keyphrases
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post hoc
personal information
prediction accuracy
generating explanations
causal models
databases
real time
e learning
knowledge base
data streams
rule base