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Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From
  White Box to Black Box
v1v2v3v4 (latest)

Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black Box

4 March 2022
Catarina Moreira
Yu-Liang Chou
Chih-Jou Hsieh
Chun Ouyang
Joaquim A. Jorge
João Pereira
    CML
ArXiv (abs)PDFHTML

Papers citing "Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black Box"

2 / 2 papers shown
Title
PRINCE: Provider-side Interpretability with Counterfactual Explanations
  in Recommender Systems
PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems
Azin Ghazimatin
Oana Balalau
Rishiraj Saha Roy
Gerhard Weikum
FAtt
110
99
0
19 Nov 2019
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAttFaML
1.3K
17,237
0
16 Feb 2016
1