-based Laplacian regularization in semi-supervised learning.
Ahmed El AlaouiXiang ChengAaditya RamdasMartin J. WainwrightMichael I. JordanPublished in: CoRR (2016)
Keyphrases
- semi supervised learning
- graph laplacian
- regularization framework
- manifold regularization
- semi supervised
- unlabeled data
- labeled and unlabeled data
- labeled data
- multi view learning
- manifold structure
- semi supervised classification
- supervised learning
- co training
- kernel machines
- machine learning
- unsupervised learning
- active learning
- learning problems
- training data
- transfer learning
- label propagation
- graph based semi supervised learning
- domain adaptation
- learning models
- multi view
- multiple kernel learning
- supervised methods
- text classification
- semi supervised learning algorithms
- semi supervised learning methods
- knn