Bayesian Volumetric Autoregressive generative models for better semisupervised learning.
Guilherme PomboRobert GrayThomas VarsavskyJohn AshburnerParashkev NachevPublished in: CoRR (2019)
Keyphrases
- generative model
- autoregressive
- semisupervised learning
- semi supervised
- non stationary
- semi supervised learning
- random fields
- probabilistic model
- computational linguistics
- supervised learning
- unlabeled data
- conditional random fields
- em algorithm
- supervised and unsupervised learning
- co training
- sar images
- prior knowledge
- bayesian networks
- cost sensitive
- maximum entropy
- bayesian framework
- maximum likelihood
- labeled data
- text classification
- expectation maximization
- learning tasks
- text categorization
- data sets
- d objects
- natural images
- higher order