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Fixing confirmation bias in feature attribution methods via semantic
  match

Fixing confirmation bias in feature attribution methods via semantic match

3 July 2023
Giovanni Cina
Daniel Fernandez-Llaneza
Ludovico Deponte
Nishant Mishra
Tabea E. Rober
Sandro Pezzelle
Iacer Calixto
Rob Goedhart
cS. .Ilker Birbil
    FAtt
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Papers citing "Fixing confirmation bias in feature attribution methods via semantic match"

4 / 4 papers shown
Title
Semantic match: Debugging feature attribution methods in XAI for
  healthcare
Semantic match: Debugging feature attribution methods in XAI for healthcare
Giovanni Cina
Tabea E. Rober
Rob Goedhart
cS. .Ilker Birbil
25
4
0
05 Jan 2023
Post-hoc Concept Bottleneck Models
Post-hoc Concept Bottleneck Models
Mert Yuksekgonul
Maggie Wang
James Y. Zou
133
183
0
31 May 2022
Probing Classifiers: Promises, Shortcomings, and Advances
Probing Classifiers: Promises, Shortcomings, and Advances
Yonatan Belinkov
224
402
0
24 Feb 2021
Towards A Rigorous Science of Interpretable Machine Learning
Towards A Rigorous Science of Interpretable Machine Learning
Finale Doshi-Velez
Been Kim
XAI
FaML
225
3,672
0
28 Feb 2017
1