An instance-based deep transfer learning approach for resource-constrained environments.
Gibson KimutaiAnna FörsterPublished in: NET4us@SIGCOMM (2022)
Keyphrases
- transfer learning
- resource constrained
- learning tasks
- knowledge transfer
- resource constraints
- sensor networks
- wireless sensor networks
- labeled data
- reinforcement learning
- machine learning
- cross domain
- transfer knowledge
- active learning
- text classification
- machine learning algorithms
- domain adaptation
- learning algorithm
- semi supervised learning
- collaborative filtering
- transferring knowledge
- manifold alignment
- real time
- knn
- target domain
- text mining
- multipath
- multi task
- embedded systems
- text categorization
- decision trees
- sensor nodes
- information retrieval
- unlabeled data
- cross domain learning