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A Survey on Fairness for Machine Learning on Graphs
v1v2 (latest)

A Survey on Fairness for Machine Learning on Graphs

11 May 2022
Charlotte Laclau
C. Largeron
Manvi Choudhary
    FaML
ArXiv (abs)PDFHTML

Papers citing "A Survey on Fairness for Machine Learning on Graphs"

10 / 10 papers shown
Title
Unlearning Algorithmic Biases over Graphs
Unlearning Algorithmic Biases over Graphs
O. Deniz Kose
Gonzalo Mateos
Yanning Shen
MUFaML
144
0
0
20 May 2025
Unbiased GNN Learning via Fairness-Aware Subgraph Diffusion
Abdullah Alchihabi
Yuhong Guo
DiffM
95
0
0
03 Jan 2025
FairWire: Fair Graph Generation
FairWire: Fair Graph Generation
O. Deniz Kose
Yanning Shen
112
3
0
06 Feb 2024
Deceptive Fairness Attacks on Graphs via Meta Learning
Deceptive Fairness Attacks on Graphs via Meta Learning
Jian Kang
Yinglong Xia
Ross Maciejewski
Jiebo Luo
Hanghang Tong
72
5
0
24 Oct 2023
Marginal Nodes Matter: Towards Structure Fairness in Graphs
Marginal Nodes Matter: Towards Structure Fairness in Graphs
Xiaotian Han
Kaixiong Zhou
Ting-Hsiang Wang
Jundong Li
Fei Wang
Na Zou
72
1
0
23 Oct 2023
Fairness-Aware Graph Neural Networks: A Survey
Fairness-Aware Graph Neural Networks: A Survey
April Chen
Ryan Rossi
Namyong Park
Puja Trivedi
Yu Wang
Tong Yu
Sungchul Kim
Franck Dernoncourt
Nesreen K. Ahmed
97
9
0
08 Jul 2023
Migrate Demographic Group For Fair GNNs
Migrate Demographic Group For Fair GNNs
Yanming Hu
Tianchi Liao
Jialong Chen
Jing Bian
Zibin Zheng
Chuan Chen
82
0
0
07 Jun 2023
CAFIN: Centrality Aware Fairness inducing IN-processing for Unsupervised
  Representation Learning on Graphs
CAFIN: Centrality Aware Fairness inducing IN-processing for Unsupervised Representation Learning on Graphs
A. Arvindh
Aakash Aanegola
Amul Agrawal
Ramasuri Narayanam
Ponnurangam Kumaraguru
61
1
0
10 Apr 2023
Beyond Accuracy: A Critical Review of Fairness in Machine Learning for
  Mobile and Wearable Computing
Beyond Accuracy: A Critical Review of Fairness in Machine Learning for Mobile and Wearable Computing
Sofia Yfantidou
Marios Constantinides
Dimitris Spathis
Athena Vakali
Daniele Quercia
F. Kawsar
HAIFaML
85
19
0
27 Mar 2023
Representation Bias in Data: A Survey on Identification and Resolution
  Techniques
Representation Bias in Data: A Survey on Identification and Resolution Techniques
N. Shahbazi
Yin Lin
Abolfazl Asudeh
H. V. Jagadish
87
78
0
22 Mar 2022
1