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