Towards Practical Large Scale Non-Linear Semi-Supervised Learning with Balancing Constraints.
Zhengqing GaoHuimin WuMartin TakácBin GuPublished in: CIKM (2022)
Keyphrases
- semi supervised learning
- unlabeled data
- semi supervised
- semi supervised clustering
- labeled data
- real world
- unsupervised learning
- supervised learning
- semi supervised classification
- manifold regularization
- active learning
- pairwise constraints
- label propagation
- learning problems
- machine learning
- co training
- transfer learning
- training data
- data sets
- labeled and unlabeled data
- data mining
- graph based semi supervised learning
- improve the classification accuracy
- information extraction
- pairwise
- computer vision
- learning algorithm
- graph construction
- constrained clustering
- unlabeled samples
- regularization framework
- pair wise constraints