Active Learning and Best-Response Dynamics.
Maria-Florina BalcanChristopher BerlindAvrim BlumEmma CohenKaushik PatnaikLe SongPublished in: NIPS (2014)
Keyphrases
- active learning
- learning strategies
- learning algorithm
- machine learning
- random sampling
- artificial intelligence
- batch mode
- learning process
- labeled data
- dynamical systems
- unlabeled data
- active learning strategies
- selective sampling
- dynamic model
- cost sensitive
- real world
- supervised learning
- semi supervised
- training set
- information retrieval
- training examples
- multi agent
- decision trees
- recurrent networks
- annotation effort
- pool based active learning