Estimating Group Fairness Using Pairwise Similarity
Author:
Affiliation:
1. Kasetsart University,Faculty of Engineering at Sriracha,Department of Computer Engineering,Chonburi,Thailand
2. Chiang Mai University,Faculty of Science,Department of Computer Science,Chiang Mai,Thailand
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx8/10613603/10613624/10613692.pdf?arnumber=10613692
Reference18 articles.
1. A snapshot of the frontiers of fairness in machine learning
2. Fairness through awareness
3. Two simple ways to learn individual fairness metrics from data;Mukherjee,2020
4. Individual Fairness for Graph Neural Networks
5. Inherent trade-offs in the fair determination of risk scores;Kleinberg,2017
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