Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning.
Jaehyung KimYoungbum HurSejun ParkEunho YangSung Ju HwangJinwoo ShinPublished in: CoRR (2020)
Keyphrases
- semi supervised learning
- label propagation
- semi supervised
- labeled data
- unlabeled data
- multi label classification
- multi instance learning
- partially labeled
- semi supervised classification
- supervised learning
- machine learning
- manifold regularization
- text categorization
- active learning
- unsupervised learning
- learning problems
- class labels
- training data
- semi supervised learning algorithms
- label information
- learning models
- class distribution
- graph based semi supervised learning
- labeled and unlabeled data
- transfer learning
- labeled examples
- domain adaptation
- co training
- instance selection
- multi label
- support vector machine
- graph construction
- pairwise
- support vector
- unlabeled instances
- semi supervised learning methods
- reinforcement learning
- data distribution
- class imbalance
- multi instance
- knowledge discovery
- data mining