Nautilus: An Optimized System for Deep Transfer Learning over Evolving Training Datasets.
Supun NakandalaArun KumarPublished in: SIGMOD Conference (2022)
Keyphrases
- transfer learning
- training dataset
- training data
- labeled data
- learning tasks
- training set
- active learning
- knowledge transfer
- machine learning
- cross domain
- class labels
- multi task learning
- transferring knowledge
- multi task
- reinforcement learning
- semi supervised learning
- text classification
- transfer knowledge
- learning algorithm
- domain adaptation
- databases
- text categorization
- training samples
- collaborative filtering
- object recognition
- machine learning algorithms
- target domain
- manifold alignment
- trained classifiers
- unlabeled data
- expectation maximization
- text mining
- semi supervised
- prior knowledge
- database