BeMap: Balanced Message Passing for Fair Graph Neural Network

Keyphrases

• Message Passing 100%
• Graph Neural Network 100%
• Demographic Groups 40%
• One-hop Neighbor 40%
• Sampling Strategy 20%
• Classification Accuracy 20%
• Node Classification 20%
• Mitigating Bias 20%
• Bias Amplification 20%

Computer Science

• Message Passing 100%
• Graph Neural Network 100%
• Demographic Group 40%
• Classification Accuracy 20%
• Node Classification 20%