Dual Active Sampling on Batch-Incremental Active Learning.
Johan PhanMassimiliano RuoccoFrancesco ScibiliaPublished in: CoRR (2019)
Keyphrases
- active sampling
- active learning
- batch mode
- selective sampling
- uncertainty sampling
- incremental learning
- machine learning
- random sampling
- training set
- learning algorithm
- training examples
- semi supervised
- supervised learning
- free form
- experimental design
- cost sensitive
- labeled data
- semi supervised learning
- transfer learning
- feature selection
- unlabeled data
- online learning
- relevance feedback
- classification accuracy
- unlabeled examples
- learning process
- support vector
- information retrieval