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$\mathrm FG^2AN$: Fairness-Aware Graph Generative Adversarial Networks · Study

Work$$\mathrm FG^2AN$$: Fairness-Aware Graph Generative Adversarial Networks

Zichong Wang2023

Work2023

$$\mathrm FG^2AN$$: Fairness-Aware Graph Generative Adversarial Networks

Zichong Wang · Charles Wallace · Albert Bifet · Xin Yao · Wenbin Zhang

15 citations·0/0 files stored·Lecture notes in computer science

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Ethics and Social Impacts of AI Privacy-Preserving Technologies in Data Advanced Graph Neural Networks

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References

2014Big Data's Disparate Impact 2021Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information 2015Uncovering the spatial structure of mobility networks 2017Sources of Segregation in Social Networks: A Novel Approach Using Facebook 2014Credit Scoring with Social Network Data 2019Fairwalk: Towards Fair Graph Embedding 2020InFoRM: Individual Fairness on Graph Mining 2019FAHT: An Adaptive Fairness-aware Decision Tree Classifier

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Year2023

Typeother

Published2023-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations15

Files0 public / 0

ShelfEthics and Social Impacts of AI

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doi10.1007/978-3-031-43415-0_16

openalex_workW4386804603

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