Active Learning from Weak and Strong Labelers.
Chicheng ZhangKamalika ChaudhuriPublished in: CoRR (2015)
Keyphrases
- active learning
- training examples
- learning strategies
- random sampling
- learning algorithm
- labeled data
- pool based active learning
- semi supervised
- machine learning
- unlabeled data
- experimental design
- supervised learning
- cost sensitive
- semi supervised learning
- selective sampling
- training set
- crowd sourced
- batch mode
- class imbalance
- learning process
- artificial intelligence
- transfer learning
- data sets
- neural network
- generalization error
- feature selection
- image sequences
- artificial neural networks
- learning environment
- batch mode active learning
- databases