Agnostic Active Learning Without Constraints.
Alina BeygelzimerDaniel J. HsuJohn LangfordTong ZhangPublished in: NIPS (2010)
Keyphrases
- active learning
- database
- learning strategies
- feature selection
- learning process
- constrained optimization
- training examples
- annotation effort
- active learning strategies
- rare class
- linear constraints
- constraint networks
- global constraints
- geometric constraints
- constraint programming
- co occurrence
- semi supervised
- objective function
- bayesian networks
- website
- social networks
- data sets