Safe semi-supervised learning using a bayesian neural network.
Jinsoo BaeMinjung LeeSeoung Bum KimPublished in: Inf. Sci. (2022)
Keyphrases
- semi supervised learning
- neural network
- semi supervised
- unlabeled data
- labeled data
- covariate shift
- unsupervised learning
- machine learning
- supervised learning
- semi supervised classification
- active learning
- manifold regularization
- learning problems
- semi supervised learning algorithms
- co training
- training data
- transfer learning
- label propagation
- semi supervised learning methods
- bayesian networks
- pattern recognition
- maximum likelihood
- improve the classification accuracy
- learning models
- graph based semi supervised learning
- dirichlet process mixture models
- labeled and unlabeled data
- pairwise
- data points
- feature selection