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How can I choose an explainer? An Application-grounded Evaluation of
  Post-hoc Explanations

How can I choose an explainer? An Application-grounded Evaluation of Post-hoc Explanations

21 January 2021
Sérgio Jesus
Catarina Belém
Vladimir Balayan
João Bento
Pedro Saleiro
P. Bizarro
João Gama
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Papers citing "How can I choose an explainer? An Application-grounded Evaluation of Post-hoc Explanations"

3 / 3 papers shown
Title
Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods
Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods
Mahdi Dhaini
Ege Erdogan
Nils Feldhus
Gjergji Kasneci
2
0
0
02 May 2025
In defence of post-hoc explanations in medical AI
In defence of post-hoc explanations in medical AI
Joshua Hatherley
Lauritz Munch
Jens Christian Bjerring
19
0
0
29 Apr 2025
Towards A Rigorous Science of Interpretable Machine Learning
Towards A Rigorous Science of Interpretable Machine Learning
Finale Doshi-Velez
Been Kim
XAI
FaML
210
2,098
0
28 Feb 2017
1