An adaptive transfer learning perspective on classification in non-stationary environments.
Henry W. J. ReevePublished in: CoRR (2024)
Keyphrases
- transfer learning
- text classification
- machine learning
- knowledge transfer
- machine learning algorithms
- learning tasks
- labeled data
- cross domain text classification
- cross domain learning
- cross domain
- algorithmic information theory
- text categorization
- semi supervised learning
- reinforcement learning
- label information
- previously learned
- decision trees
- feature extraction
- manifold alignment
- feature selection
- class labels
- learning algorithm
- transfer knowledge
- collaborative filtering
- support vector machine
- multi task
- decision boundary
- labeled and unlabeled data
- data sets
- multi task learning
- domain adaptation
- co training
- class imbalance
- neural network
- data mining
- text mining
- active learning
- training set
- support vector