Tree Mover's Distance: Bridging Graph Metrics and Stability of Graph Neural Networks

Keyphrases

• Graph Neural Network 100%
• Mover 100%
• Graph Metrics 100%
• Machine Learning Models 16%
• Local Computation 16%
• Learning Behavior 16%
• Performance Drop 16%
• Local Distribution 16%
• Attributed Graph 16%
• Node Distribution 16%
• Node Attributes 16%
• Optimal Transport Problem 16%
• Graph Classification 16%
• SimpleTree 16%
• Non-Euclidean Data 16%
• Pseudometric 16%
• Computation Tree 16%
• Problem Tree 16%
• Distribution Shift 16%
• Standard Graphs 16%
• Hierarchical Optimal Transport 16%

Mathematics

• Metric Graphs 100%
• Neural Network 100%
• Optimal Transport 25%
• Data Space 25%
• Tree Problem 25%
• Pseudometric 25%

Computer Science

• Graph Neural Network 100%
• Support Vector Machine 25%
• Computation Tree 25%
• Local Distribution 25%
• Machine Learning 25%
• Learning System 25%