Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning.
Zhen-Ru ZhangQian-Wen ZhangYunbo CaoMin-Ling ZhangPublished in: AAAI (2021)
Keyphrases
- multi class
- semi supervised learning
- unlabeled data
- labeled data
- semi supervised
- semi supervised classification
- co training
- pairwise
- supervised learning
- text categorization
- unsupervised learning
- active learning
- support vector machine
- labeled examples
- label propagation
- class labels
- improve the classification accuracy
- training data
- binary classification
- machine learning
- semi supervised learning methods
- semi supervised learning algorithms
- feature selection
- learning problems
- labeled and unlabeled data
- training examples
- base classifiers
- text classification
- multiple instance learning
- knowledge discovery
- learning models
- transfer learning
- multi label
- decision boundary
- image classification
- graph cuts
- high dimensional
- training set