Learning Under Data Shift for Domain Adaptation: A Model-Based Co-clustering Transfer Learning Solution.
Santosh KumarXiaoying GaoIan WelchPublished in: PKAW (2016)
Keyphrases
- domain adaptation
- transfer learning
- target domain
- source domain
- labeled data
- learning tasks
- transfer knowledge
- cross domain
- unlabeled data
- multiple sources
- learning algorithm
- test data
- semi supervised
- active learning
- machine learning
- data sets
- knowledge transfer
- prior knowledge
- semi supervised learning
- databases
- machine learning algorithms
- supervised learning
- data sources
- reinforcement learning
- data points
- data analysis
- previously learned
- manifold alignment
- nearest neighbor
- knowledge discovery
- multi task
- learning process
- training set
- concept space
- training data