An investigation of aggregated transfer learning for classification in digital pathology.
Taranpreet RaiA. MorisiB. BacciN. J. BaconS. A. ThomasR. M. La RagioneM. BoberK. WellsPublished in: Medical Imaging: Digital Pathology (2019)
Keyphrases
- transfer learning
- machine learning
- text classification
- learning tasks
- cross domain learning
- cross domain
- label information
- cross domain text classification
- machine learning algorithms
- knowledge transfer
- labeled data
- reinforcement learning
- support vector
- feature vectors
- supervised learning
- decision trees
- support vector machine
- active learning
- semi supervised learning
- collaborative filtering
- transferring knowledge
- transfer knowledge
- multi task learning
- domain adaptation
- similarity measure
- training data
- pairwise
- structure learning
- co training
- knowledge representation
- learning problems
- knowledge discovery
- multi label
- class labels
- text categorization