Kernel-Based Semi-Supervised Learning Over Multilayer Graphs.
Vassilis N. IoannidisPanagiotis A. TraganitisYanning ShenGeorgios B. GiannakisPublished in: SPAWC (2018)
Keyphrases
- semi supervised learning
- graph construction
- graph kernels
- semi supervised
- unlabeled data
- labeled data
- multiple kernel learning
- semi supervised classification
- machine learning
- unsupervised learning
- kernel machines
- label propagation
- supervised learning
- co training
- training data
- learning models
- manifold regularization
- learning problems
- kernel methods
- regularization framework
- graph based semi supervised learning
- transfer learning
- active learning
- improve the classification accuracy
- labeled and unlabeled data
- domain adaptation
- semi supervised learning algorithms
- semi supervised learning methods
- text classification
- data mining
- support vector
- reinforcement learning
- e learning
- weighted graph