Asymptotic behavior of \(\ell_p\)-based Laplacian regularization in semi-supervised learning.
Ahmed El AlaouiPublished in: COLT (2016)
Keyphrases
- semi supervised learning
- graph laplacian
- regularization framework
- manifold regularization
- semi supervised
- learning problems
- unlabeled data
- labeled data
- co training
- supervised learning
- machine learning
- unsupervised learning
- multi view learning
- semi supervised classification
- manifold structure
- semi supervised learning algorithms
- kernel machines
- training data
- labeled and unlabeled data
- label propagation
- active learning
- transfer learning
- graph based semi supervised learning
- domain adaptation
- learning models
- semi supervised learning methods
- opinion detection
- regularization term
- spectral clustering
- graph construction
- class labels
- sparse representation
- image restoration
- object recognition