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Zuo et al., 2022 - Google Patents

Counterfactual fairness with partially known causal graph

Zuo et al., 2022

View PDF
Document ID
5243610016871655458
Author
Zuo A
Wei S
Liu T
Han B
Zhang K
Gong M
Publication year
Publication venue
Advances in Neural Information Processing Systems

External Links

Snippet

Fair machine learning aims to avoid treating individuals or sub-populations unfavourably based on\textit {sensitive attributes}, such as gender and race. Those methods in fair machine learning that are built on causal inference ascertain discrimination and bias …
Continue reading at proceedings.neurips.cc (PDF) (other versions)

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