Predicting with Proxies: Transfer Learning in High Dimension.
Hamsa BastaniPublished in: Manag. Sci. (2021)
Keyphrases
- transfer learning
- high dimension
- real valued
- feature selection
- high dimensional
- learning tasks
- feature space
- reinforcement learning
- labeled data
- machine learning
- small sample
- knowledge transfer
- cross domain
- text categorization
- input space
- text classification
- high dimensional data
- transfer knowledge
- support vector machine
- active learning
- collaborative filtering
- multi task
- semi supervised learning
- machine learning algorithms
- low dimensional
- text mining
- target domain
- latent variables
- unlabeled data
- nearest neighbor
- dimensionality reduction
- domain adaptation
- semi supervised
- feature extraction
- learning algorithm