Dual Active Sampling on Batch-Incremental Active Learning.
Johan PhanMassimiliano RuoccoFrancesco ScibiliaPublished in: NAIS (2019)
Keyphrases
- active sampling
- active learning
- batch mode
- selective sampling
- uncertainty sampling
- semi supervised
- learning algorithm
- incremental learning
- machine learning
- random sampling
- supervised learning
- training set
- labeled data
- training examples
- labeled examples
- relevance feedback
- data sets
- learning process
- cost sensitive
- transfer learning
- unlabeled data
- semi supervised learning
- upper bound
- generalization error
- class imbalance
- learning to rank
- free form
- unlabeled examples
- recommender systems