Anytime Active Learning.
Maria Eugenia Ramirez-LoaizaAron CulottaMustafa BilgicPublished in: AAAI (2014)
Keyphrases
- active learning
- machine learning
- learning strategies
- selective sampling
- semi supervised
- training set
- learning algorithm
- random sampling
- learning process
- training examples
- semi supervised learning
- supervised learning
- pool based active learning
- relevance feedback
- case study
- batch mode active learning
- sample selection
- class imbalance
- real world
- information systems
- unlabeled data
- labeled data
- online learning
- text classification
- small number
- random selection
- reinforcement learning
- crowd sourced
- active learning strategies
- annotation effort
- neural network