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Theoretical Behavior of XAI Methods in the Presence of Suppressor
  Variables

Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables

2 June 2023
Rick Wilming
Leo Kieslich
Benedict Clark
Stefan Haufe
ArXivPDFHTML

Papers citing "Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables"

3 / 3 papers shown
Title
Explainable AI needs formal notions of explanation correctness
Explainable AI needs formal notions of explanation correctness
Stefan Haufe
Rick Wilming
Benedict Clark
Rustam Zhumagambetov
Danny Panknin
Ahcène Boubekki
XAI
26
0
0
22 Sep 2024
Methods for Interpreting and Understanding Deep Neural Networks
Methods for Interpreting and Understanding Deep Neural Networks
G. Montavon
Wojciech Samek
K. Müller
FaML
234
2,231
0
24 Jun 2017
Towards A Rigorous Science of Interpretable Machine Learning
Towards A Rigorous Science of Interpretable Machine Learning
Finale Doshi-Velez
Been Kim
XAI
FaML
225
3,658
0
28 Feb 2017
1