Tight Rates in Supervised Outlier Transfer Learning.
Mohammadreza M. KalanSamory KpotufePublished in: ICLR (2024)
Keyphrases
- transfer learning
- label information
- labeled data
- learning algorithm
- learning tasks
- machine learning
- semi supervised
- knowledge transfer
- supervised learning
- active learning
- structure learning
- transfer knowledge
- semi supervised learning
- reinforcement learning
- cross domain
- domain adaptation
- text categorization
- collaborative filtering
- machine learning algorithms
- manifold alignment
- multi task
- unsupervised learning
- transferring knowledge
- multi task learning
- labeled and unlabeled data
- unlabeled data
- target domain
- text classification
- feature selection
- learning problems
- prior knowledge
- learning process
- training data
- decision trees
- previously learned
- k nearest neighbor