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Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties.
Lisa Schut
Oscar Key
Rory McGrath
Luca Costabello
Bogdan Sacaleanu
Medb Corcoran
Yarin Gal
Published in:
AISTATS (2021)
Keyphrases
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generating explanations
databases
multiscale
classification rules
causal models
belief change
logical framework
causal reasoning
real time
data sets
information retrieval
data structure
learning environment
video sequences
domain knowledge
domain theory