A Theory of Label Propagation for Subpopulation Shift

Keyphrases

• Domain Adaptation 100%
• Population Shift 100%
• Label Propagation 100%
• Machine Learning 33%
• Semi-supervised Method 33%
• Input Space 33%
• Source Domain 33%
• Target Domain 33%
• Learning Scenario 33%
• Representation Space 33%
• Unlabeled Data 33%
• Generalization Bounds 33%
• Transfer Based 33%
• Finite-sample Guarantees 33%

Computer Science

• Domain Adaptation 100%
• Theoretical Framework 33%
• Machine Learning 33%
• Semisupervised Learning 33%
• Representation Space 33%