Learning Algorithms for Active Learning.
Philip BachmanAlessandro SordoniAdam TrischlerPublished in: CoRR (2017)
Keyphrases
- active learning
- learning algorithm
- supervised learning
- learning strategies
- machine learning
- training examples
- batch mode
- learning process
- selective sampling
- unlabeled data
- pool based active learning
- labeled data
- cost sensitive
- training set
- active learning strategies
- online learning
- transfer learning
- random sampling
- generalization error
- sample complexity
- learning tasks
- semi supervised learning
- semi supervised
- training data
- query by committee
- reinforcement learning
- experimental design
- unsupervised learning
- active learner
- unlabeled instances
- prior knowledge
- statistical learning theory
- learning rate
- machine learning algorithms