An Optimization Framework for Combining Ensembles of Classifiers and Clusterers with Applications to Nontransductive Semisupervised Learning and Transfer Learning.
Ayan AcharyaEduardo R. HruschkaJoydeep GhoshSreangsu AcharyyaPublished in: ACM Trans. Knowl. Discov. Data (2014)
Keyphrases
- transfer learning
- cross domain
- labeled data
- decision trees
- knowledge transfer
- machine learning algorithms
- semisupervised learning
- reinforcement learning
- co training
- unlabeled data
- multi task
- training data
- cross domain learning
- learning tasks
- semi supervised learning
- active learning
- class labels
- naive bayes
- text categorization
- collaborative filtering
- transfer knowledge
- data analysis
- object recognition