Active Learning Is Planning: Nonmyopic ε-Bayes-Optimal Active Learning of Gaussian Processes.
Trong Nghia HoangKian Hsiang LowPatrick JailletMohan S. KankanhalliPublished in: ECML/PKDD (3) (2014)
Keyphrases
- active learning
- gaussian processes
- bayes optimal
- version space
- gaussian process
- learning curves
- generalization error
- random sampling
- training examples
- semi supervised
- training set
- learning curve
- learning algorithm
- unlabeled data
- machine learning
- hyperparameters
- transfer learning
- labeled data
- semi supervised learning
- multi task
- supervised learning
- learning process
- decision trees