Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables.

Rick Wilming Leo Kieslich Benedict Clark Stefan Haufe

Published in: ICML (2023)

Keyphrases

machine learning methods
learning algorithm
neural network
artificial intelligence
pairwise
significant improvement
benchmark datasets
similarity measure
data structure
computational cost
machine learning algorithms
random variables
computationally expensive
qualitative and quantitative