Active learning for ranking through expected loss optimization.
Bo LongOlivier ChapelleYa ZhangYi ChangZhaohui ZhengBelle L. TsengPublished in: SIGIR (2010)
Keyphrases
- expected loss
- active learning
- error rate
- optimization algorithm
- random sampling
- semi supervised
- optimization problems
- decision rules
- selective sampling
- labeled data
- machine learning
- global optimization
- batch mode
- learning algorithm
- training set
- supervised learning
- semi supervised learning
- training examples
- feature selection
- optimization method