Challenging common interpretability assumptions in feature attribution explanations.

Jonathan Dinu Jeffrey P. Bigham J. Zico Kolter

Published in: CoRR (2020)

Keyphrases

real world
feature set
prediction accuracy
neural network
feature values
data sets
databases
decision making
artificial neural networks
feature vectors
preprocessing step
feature representation
multiple features
simplifying assumptions