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What will it take to generate fairness-preserving explanations?

What will it take to generate fairness-preserving explanations?

24 June 2021
Jessica Dai
Sohini Upadhyay
Stephen H. Bach
Himabindu Lakkaraju
    FAtt
    FaML
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Papers citing "What will it take to generate fairness-preserving explanations?"

3 / 3 papers shown
Title
Tensions Between the Proxies of Human Values in AI
Tensions Between the Proxies of Human Values in AI
Teresa Datta
D. Nissani
Max Cembalest
Akash Khanna
Haley Massa
John P. Dickerson
34
2
0
14 Dec 2022
What Makes a Good Explanation?: A Harmonized View of Properties of
  Explanations
What Makes a Good Explanation?: A Harmonized View of Properties of Explanations
Zixi Chen
Varshini Subhash
Marton Havasi
Weiwei Pan
Finale Doshi-Velez
XAI
FAtt
33
18
0
10 Nov 2022
The Road to Explainability is Paved with Bias: Measuring the Fairness of
  Explanations
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations
Aparna Balagopalan
Haoran Zhang
Kimia Hamidieh
Thomas Hartvigsen
Frank Rudzicz
Marzyeh Ghassemi
38
78
0
06 May 2022
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