Semi-Supervised Learning Using Sparse Eigenfunction Bases.
Kaushik SinhaMikhail BelkinPublished in: AAAI Fall Symposium: Manifold Learning and Its Applications (2009)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- partially labeled
- supervised learning
- semi supervised classification
- unsupervised learning
- machine learning
- co training
- active learning
- manifold regularization
- learning problems
- training data
- multiple instance learning
- label propagation
- graph based semi supervised learning
- basis functions
- sparse representation
- domain adaptation
- label information
- semi supervised learning algorithms
- feature selection
- data mining
- image reconstruction
- class labels
- sparse coding
- multi view
- text classification
- learning process
- high dimensional
- graph construction
- clustering algorithm