Neural collapse inspired semi-supervised learning with fixed classifier.
Zhanxuan HuYichen WangHailong NingYonghang TaiFeiping NiePublished in: Inf. Sci. (2024)
Keyphrases
- semi supervised learning
- training data
- co training
- labeled training data
- multi label classification
- labeled data
- unlabeled data
- semi supervised
- labeled and unlabeled data
- supervised classifiers
- semi supervised learning methods
- unlabeled samples
- supervised learning
- labeled samples
- multiple kernel learning
- machine learning
- semi supervised classification
- learning problems
- manifold regularization
- text categorization
- instance selection
- training examples
- active learning
- multiple instance learning
- unsupervised learning
- class labels
- label propagation
- labeled instances
- neural network
- transfer learning
- graph based semi supervised learning
- training samples
- training set
- feature space
- labeled examples
- support vector
- feature selection
- learning algorithm
- unlabeled instances
- learning models
- decision boundary
- text classification
- feature set
- graph construction
- sample selection bias
- data sets
- boosting framework
- linear classifiers
- metric learning
- classification models
- data mining