AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation.
David BerthelotRebecca RoelofsKihyuk SohnNicholas CarliniAlexey KurakinPublished in: ICLR (2022)
Keyphrases
- domain adaptation
- semi supervised learning
- labeled data
- semi supervised
- unlabeled data
- co training
- machine learning
- supervised learning
- active learning
- unsupervised learning
- text categorization
- transfer learning
- learning problems
- training data
- semi supervised learning methods
- text classification
- labeled examples
- learning algorithm
- labeled and unlabeled data
- multi view
- prior knowledge
- data points
- learning tasks
- data mining
- label information
- labeled training data