Transfer Learning for Large Scale Data Using Subspace Alignment.
Nassara Elhadji-Ille-GadoEdith Grall-MaësMalika KharoufPublished in: ICMLA (2017)
Keyphrases
- transfer learning
- training data
- high dimensional data
- data sets
- manifold alignment
- machine learning
- data points
- labeled data
- knowledge transfer
- training samples
- data analysis
- text classification
- dimensionality reduction
- unlabeled data
- knowledge discovery
- active learning
- test set
- data distribution
- feature space
- knowledge sharing
- learning tasks
- data mining