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A comprehensive study on fidelity metrics for XAI

A comprehensive study on fidelity metrics for XAI

19 January 2024
Miquel Miró-Nicolau
Antoni Jaume-i-Capó
Gabriel Moyà Alcover
ArXivPDFHTML

Papers citing "A comprehensive study on fidelity metrics for XAI"

4 / 4 papers shown
Title
A Tale of Two Imperatives: Privacy and Explainability
A Tale of Two Imperatives: Privacy and Explainability
Supriya Manna
Niladri Sett
71
0
0
30 Dec 2024
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective
Satyapriya Krishna
Tessa Han
Alex Gu
Steven Wu
S. Jabbari
Himabindu Lakkaraju
172
183
0
03 Feb 2022
Metrics for saliency map evaluation of deep learning explanation methods
Metrics for saliency map evaluation of deep learning explanation methods
T. Gomez
Thomas Fréour
Harold Mouchère
XAI
FAtt
59
41
0
31 Jan 2022
Methods for Interpreting and Understanding Deep Neural Networks
Methods for Interpreting and Understanding Deep Neural Networks
G. Montavon
Wojciech Samek
K. Müller
FaML
234
2,233
0
24 Jun 2017
1