BALD-VAE: Generative Active Learning based on the Uncertainties of Both Labeled and Unlabeled Data.
Sun-Kyung LeeJong-Hwan KimPublished in: RiTA (2019)
Keyphrases
- labeled and unlabeled data
- active learning
- unlabeled data
- semi supervised
- labeled data
- semi supervised learning
- generative model
- unsupervised learning
- co training
- learning algorithm
- machine learning
- supervised learning
- training set
- labeled examples
- random sampling
- transfer learning
- training examples
- text categorization
- class labels
- data sets
- text classification
- pairwise
- cost sensitive
- class distribution
- pairwise constraints
- learning process
- prior knowledge
- training data
- learning tasks
- multi view
- image classification