MixMatch: A Holistic Approach to Semi-Supervised Learning.
David BerthelotNicholas CarliniIan J. GoodfellowNicolas PapernotAvital OliverColin RaffelPublished in: CoRR (2019)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- semi supervised classification
- co training
- active learning
- training data
- labeled examples
- improve the classification accuracy
- manifold regularization
- learning models
- unsupervised learning
- label propagation
- unlabeled samples
- regularization framework
- pattern recognition
- semi supervised learning algorithms
- graph based semi supervised learning
- learning problems
- data sets
- transfer learning
- domain adaptation
- labeled and unlabeled data
- computer vision
- multi view learning
- learning algorithm
- graph transduction