Revisiting and Improving Semi-supervised Learning: A Large Dimensional Approach.
Xiaoyi MaiRomain CouilletPublished in: ICASSP (2019)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- training data
- supervised learning
- manifold regularization
- machine learning
- unsupervised learning
- co training
- label propagation
- graph based semi supervised learning
- semi supervised classification
- semi supervised learning algorithms
- labeled and unlabeled data
- real world
- semi supervised learning methods
- learning models
- learning problems
- transfer learning
- active learning
- graph construction
- improve the classification accuracy
- pairwise
- image segmentation
- labeled examples
- prior knowledge
- data mining
- data sets
- graph transduction
- transductive support vector machine