Graph learning with localized neighborhood fairness

A Chen, R Rossi, N Lipka, J Hoffswell, G Chan… - arXiv preprint arXiv …, 2022 - arxiv.org
Learning fair graph representations for downstream applications is becoming increasingly
important, but existing work has mostly focused on improving fairness at the global level by …

[PDF][PDF] Learning a fair and privacy-preserving graph neural network from private and limited sensitive attributes

X Wang, T Gu, L Chang - Authorea Preprints, 2023 - techrxiv.org
Learning a fair and privacy-preserving graph neural network from private and limited
sensitive attributes Page 1 P osted on 1 Aug 2020 — CC-BY 4.0 — h ttps://doi.org/10.36227/tech …