Feature Spaces-based Transfer Learning.
Hua ZuoGuangquan ZhangVahid BehboodJie LuPublished in: IFSA-EUSFLAT (2015)
Keyphrases
- transfer learning
- feature space
- learning tasks
- high dimensional
- reinforcement learning
- cross domain
- training set
- knowledge transfer
- active learning
- machine learning
- labeled data
- dimensionality reduction
- training samples
- semi supervised learning
- feature vectors
- learning algorithm
- multi task
- data points
- multi task learning
- machine learning algorithms
- text categorization
- text mining
- manifold alignment
- feature selection
- domain adaptation
- principal component analysis
- kernel matrix
- text classification
- unlabeled data
- kernel function
- training data
- feature extraction
- collaborative filtering
- target domain
- transferring knowledge
- transfer knowledge
- learning environment
- information retrieval