Improving the Minimax Rate of Active Learning.
Lijun ZhangMehrdad MahdaviRong JinPublished in: CoRR (2013)
Keyphrases
- active learning
- machine learning
- semi supervised
- learning algorithm
- information systems
- pool based active learning
- supervised learning
- worst case
- training examples
- learning strategies
- experimental design
- imbalanced data classification
- neyman pearson
- selective sampling
- random sampling
- computational complexity
- information retrieval