Active Learning from Weak and Strong Labelers.
Chicheng ZhangKamalika ChaudhuriPublished in: NIPS (2015)
Keyphrases
- active learning
- supervised learning
- learning strategies
- crowd sourced
- training examples
- learning algorithm
- random sampling
- learning process
- semi supervised
- machine learning
- selective sampling
- unlabeled data
- pool based active learning
- relevance feedback
- labeled data
- training set
- high level
- cost sensitive
- generalization error
- artificial intelligence
- experimental design
- transfer learning
- semi supervised learning
- artificial neural networks
- special case
- batch mode
- computer vision
- active learning strategies
- annotation effort
- batch mode active learning
- data sets