Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond

Keyphrases

• Target Domain 100%
• Self-training 100%
• Gradual Domain Adaptation 100%
• Generalization Bounds 66%
• Source Domain 66%
• Intermediate Domain 66%
• Existing Algorithms 33%
• One-off 33%
• Path Length 33%
• SIMPLE Algorithm 33%
• Adaptive Algorithm 33%
• Generalization Error 33%
• Semi-synthetic 33%
• Multiplicative Factors 33%
• Optimal Way 33%
• Distributional Distance 33%
• Exponential Factors 33%
• Unsupervised Domain Adaptation 33%

Computer Science

• Domain Adaptation 100%
• Simple Algorithm 33%
• Adaptation Algorithm 33%
• Multiplicative Factor 33%
• Generalization Error 33%
• Unsupervised Domain Adaptation 33%