Variational Sequential Labelers for Semi-Supervised Learning.
Mingda ChenQingming TangKaren LivescuKevin GimpelPublished in: CoRR (2019)
Keyphrases
- semi supervised learning
- active learning
- semi supervised
- unlabeled data
- labeled data
- dirichlet process mixture models
- supervised learning
- manifold regularization
- unsupervised learning
- semi supervised classification
- training examples
- machine learning
- co training
- labeled examples
- image segmentation
- learning models
- label propagation
- improve the classification accuracy
- training data
- semi supervised learning algorithms
- graph based semi supervised learning
- learning problems
- domain adaptation
- regularization framework
- transductive support vector machine
- semi supervised clustering
- labeled and unlabeled data
- text classification
- text mining
- small number
- probabilistic model
- learning process
- learning algorithm