Reliable Post hoc Explanations: Modeling Uncertainty in Explainability.

Dylan Slack Anna Hilgard Sameer Singh Himabindu Lakkaraju

Published in: NeurIPS (2021)

Keyphrases

post hoc
incomplete information
reasoning under uncertainty
databases
machine learning
wide range
cost effective
conditional probabilities
uncertain data
modeling language
modeling framework
stochastic simulation
handling uncertainty