Active Learning and Best-Response Dynamics.
Maria-Florina BalcanChristopher BerlindAvrim BlumEmma CohenKaushik PatnaikLe SongPublished in: CoRR (2014)
Keyphrases
- active learning
- random sampling
- semi supervised
- selective sampling
- supervised learning
- learning strategies
- dynamic model
- pool based active learning
- labeled data
- real world
- annotation effort
- experimental design
- relevance feedback
- learning algorithm
- cost sensitive
- dynamical systems
- unlabeled data
- small number
- real time