A Study of Fair Prediction on Credit Assessment Based on Counterfactual Fairness-Reference-Cited by-同舟云学术

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A Study of Fair Prediction on Credit Assessment Based on Counterfactual Fairness

Published:2022-08 Issue: Volume: Page:
ISSN:
Container-title:2022 International Conference on Machine Learning and Intelligent Systems Engineering (MLISE)
language:
Short-container-title:

Author:

Feng Wenxi¹,Wu Zhenyi²,Gan Ruohong³,Zheng Yichen⁴

Affiliation:

1. South China Normal University,School of Business,Guangzhou,China,528225

2. Hunan University,College of Computer Science and Electronic Engineering,Changsha,China,410082

3. Sichuan University,College of Computer Science,Sichuan,China,610065

4. Shanghai United International School,Shanghai,China,201103

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9942815/9943052/09943238.pdf?arnumber=9943238

Reference11 articles.

1. Fairness through awareness

2. Equality of opportunity in supervised learning;hardt;Advances in neural information processing systems,2016

3. Rubin causal model[M];imbens;Microeconometrics,2010

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