Nuances in Margin Conditions Determine Gains in Active Learning.
Samory KpotufeGan YuanYunfan ZhaoPublished in: CoRR (2021)
Keyphrases
- active learning
- training set
- sufficient conditions
- generalization error
- selective sampling
- social networks
- semi supervised
- random sampling
- text classification
- labeled data
- relevance feedback
- experimental conditions
- maximum margin
- semi supervised learning
- databases
- multi class
- feature selection
- learning algorithm
- information retrieval