Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels.
Siyue XieDa Sun Handason TamWing Cheong LauPublished in: IJCAI (2023)
Keyphrases
- semi supervised learning
- label propagation
- graph construction
- semi supervised
- unlabeled data
- labeled examples
- unlabeled examples
- training data
- multi label classification
- labeled data
- multi instance learning
- partially labeled
- unlabeled samples
- unsupervised learning
- machine learning
- semi supervised classification
- supervised learning
- supervised classifiers
- co training
- active learning
- graph based semi supervised learning
- manifold regularization
- pairwise
- text categorization
- class labels
- labeled instances
- label information
- labeled and unlabeled data
- pairwise constraints
- transfer learning
- training examples
- unlabeled instances
- learning models
- labeled training data
- semi supervised learning methods
- multi label
- data sets
- labeled samples
- semi supervised learning algorithms
- information retrieval
- training set
- multi view