Subgroup Generalization and Fairness of Graph Neural Networks

Keyphrases

• Graph Neural Network 100%
• Neural Network Model 28%
• Generalization Performance 28%
• Learning Methods 14%
• Training Set 14%
• Semi-supervised Learning 14%
• Identically Distributed 14%
• Theoretical Understanding 14%
• Node Selection 14%
• Node Level 14%
• Multiple Graphs 14%
• Generalization Ability 14%
• Non-identically Distributed 14%
• Network Datasets 14%
• Neural Network Performance 14%
• Fair Learning 14%

Computer Science

• Graph Neural Network 100%
• Neural Network Model 28%
• Generalization Performance 28%
• Semisupervised Learning 14%
• Network Performance 14%
• Special Attention 14%
• Generalization Ability 14%

Mathematics

• Neural Network 100%
• Network Model 28%
• Training Set 14%
• Bayesian Analysis 14%