Active Learning from Imperfect Labelers.
Songbai YanKamalika ChaudhuriTara JavidiPublished in: CoRR (2016)
Keyphrases
- active learning
- learning strategies
- selective sampling
- learning algorithm
- random sampling
- semi supervised
- supervised learning
- training set
- learning process
- training examples
- labeled data
- unlabeled data
- pool based active learning
- online learning
- machine learning
- crowd sourced
- annotation effort
- generalization error
- class imbalance
- experimental design
- sample selection
- semi supervised learning
- relevance feedback
- active learning strategies
- batch mode active learning
- database
- cost sensitive
- case study
- neural network