Transfer Learning on Heterogenous Feature Spaces via Spectral Transformation.
Xiaoxiao ShiQi LiuWei FanPhilip S. YuRuixin ZhuPublished in: ICDM (2010)
Keyphrases
- transfer learning
- feature space
- learning tasks
- reinforcement learning
- knowledge transfer
- labeled data
- transfer knowledge
- machine learning
- manifold alignment
- cross domain
- text categorization
- training samples
- active learning
- high dimensional
- collaborative filtering
- semi supervised learning
- feature vectors
- machine learning algorithms
- multi task learning
- target domain
- training set
- multi task
- text classification
- data sources
- text mining
- learning algorithm
- unlabeled data
- low dimensional
- data sets
- transferring knowledge
- semi supervised
- dimensionality reduction