A Novel Graph-Based Fisher Kernel Method for Semi-supervised Learning.
Alessandro RozzaMario ManzoAlfredo PetrosinoPublished in: ICPR (2014)
Keyphrases
- kernel methods
- semi supervised learning
- semi supervised
- semi supervised learning methods
- label propagation
- machine learning
- graph based semi supervised learning
- unlabeled data
- graph construction
- labeled data
- kernel function
- learning problems
- kernel matrix
- supervised learning
- feature space
- support vector
- semi supervised classification
- unsupervised learning
- support vector machine
- learning tasks
- reproducing kernel hilbert space
- manifold regularization
- training data
- semi supervised learning algorithms
- image processing
- active learning
- data mining
- labeled and unlabeled data
- co training
- text classification
- pairwise
- metric learning
- classification accuracy