Semi-Supervised Learning by Label Gradient Alignment.
Jacob JacksonJohn SchulmanPublished in: CoRR (2019)
Keyphrases
- semi supervised learning
- label propagation
- multi label classification
- semi supervised
- multi instance learning
- unlabeled data
- labeled data
- partially labeled
- machine learning
- supervised learning
- semi supervised classification
- training data
- unsupervised learning
- class labels
- active learning
- labeled examples
- manifold regularization
- text categorization
- co training
- semi supervised learning algorithms
- multi label
- graph based semi supervised learning
- regularization framework
- learning models
- unlabeled instances
- label information
- improve the classification accuracy
- semi supervised learning methods
- domain adaptation
- graph construction
- multi instance
- information retrieval
- data sets
- opinion detection
- feature space
- feature selection
- data mining