Semi-supervised Classification via Low Rank Graph.
Liansheng ZhuangHaoyuan GaoJingjing HuangNenghai YuPublished in: ICIG (2011)
Keyphrases
- semi supervised classification
- low rank
- semi supervised
- semi supervised learning
- unlabeled data
- labeled data
- matrix completion
- graph construction
- pairwise
- linear combination
- convex optimization
- kernel matrix
- missing data
- singular value decomposition
- pairwise constraints
- unsupervised learning
- supervised learning
- active learning
- high order
- matrix factorization
- high dimensional data
- generative model
- multi view
- labeled and unlabeled data
- pattern recognition
- transfer learning
- loss function
- data sets
- kernel learning
- nearest neighbor
- training data