Query by Committee in a Heterogeneous Environment.
Hao ShaoBin TongEinoshin SuzukiPublished in: ADMA (2012)
Keyphrases
- heterogeneous environments
- query by committee
- active learning
- random sampling
- supervised learning
- sample complexity
- generalization error
- uncertainty sampling
- web services
- highly distributed
- experimental design
- training examples
- logistic regression
- learning algorithm
- training set
- theoretical analysis
- learning tasks
- labeled data
- empirical studies
- computing platform
- training data
- machine learning
- unlabeled data
- semi supervised learning
- transfer learning
- learning problems
- worst case
- semi supervised
- reinforcement learning