Visual analysis of discrimination in machine learning

The growing use of automated decision-making in critical applications, such as crime prediction and college admission, has raised questions about fairness in machine learning. How can we decide whether different treatments are reasonable or discriminatory? In this paper, we investigate discriminatio...

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Bibliographic Details
Main Authors: WANG, Qianwen, XU, Zhenghua, CHEN, Zhutian, WANG, Yong, LIU, Shixia, Qu, Huamin
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2021
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Online Access:https://ink.library.smu.edu.sg/sis_research/5357
https://ink.library.smu.edu.sg/context/sis_research/article/6361/viewcontent/vadml_PV.pdf
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Institution: Singapore Management University
Language: English
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