Semi-supervised learning with a principled likelihood from a generative model of data curation.
Stoil GanevLaurence AitchisonPublished in: ICLR (2023)
Keyphrases
- semi supervised learning
- generative model
- labeled data
- semi supervised
- unlabeled data
- training data
- data sets
- prior knowledge
- co training
- bayesian framework
- machine learning
- original data
- supervised learning
- probability distribution
- learning models
- discriminative learning
- training examples
- text categorization
- natural language processing
- active learning
- data analysis
- image processing
- information retrieval