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2205.05396
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A Survey on Fairness for Machine Learning on Graphs
11 May 2022
Charlotte Laclau
C. Largeron
Manvi Choudhary
FaML
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Papers citing
"A Survey on Fairness for Machine Learning on Graphs"
10 / 10 papers shown
Title
Unlearning Algorithmic Biases over Graphs
O. Deniz Kose
Gonzalo Mateos
Yanning Shen
MU
FaML
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
O. Deniz Kose
Yanning Shen
112
3
0
06 Feb 2024
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
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
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
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
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
Sofia Yfantidou
Marios Constantinides
Dimitris Spathis
Athena Vakali
Daniele Quercia
F. Kawsar
HAI
FaML
85
19
0
27 Mar 2023
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
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