On Causality in Domain Adaptation and Semi-Supervised Learning: an Information-Theoretic Analysis.
Xuetong WuMingming GongJonathan H. MantonUwe AickelinJingge ZhuPublished in: CoRR (2022)
Keyphrases
- domain adaptation
- semi supervised learning
- semi supervised
- labeled data
- unlabeled data
- supervised learning
- co training
- transfer learning
- machine learning
- active learning
- text categorization
- unsupervised learning
- learning problems
- training data
- labeled examples
- labeled and unlabeled data
- covariate shift
- opinion detection
- pairwise
- semi supervised learning methods
- weakly labeled data
- data mining
- labeled training data