GUIDE: Group Equality Informed Individual Fairness in Graph Neural Networks.
Weihao SongYushun DongNinghao LiuJundong LiPublished in: KDD (2022)
Keyphrases
- neural network
- group members
- group level
- graph representation
- artificial neural networks
- pattern recognition
- random walk
- graph matching
- connected components
- fuzzy logic
- genetic algorithm
- multilayer perceptron
- graph clustering
- team members
- graph structure
- graph theory
- bipartite graph
- directed graph
- structured data
- data sets
- neural nets
- recurrent neural networks
- database
- weighted graph
- training process
- self organizing maps
- graph cuts
- individual learning