Semi-supervised learning based on group sparse for relative attributes.
Hongxue YangXiangwei KongHaiyan FuMing LiGenping ZhaoPublished in: ICIP (2015)
Keyphrases
- semi supervised learning
- unlabeled data
- semi supervised
- labeled data
- supervised learning
- co training
- machine learning
- partially labeled
- semi supervised classification
- unsupervised learning
- manifold regularization
- training data
- learning problems
- domain adaptation
- regularization framework
- graph based semi supervised learning
- active learning
- sparse representation
- transfer learning
- label propagation
- improve the classification accuracy
- learning models
- multiple instance learning
- labeled and unlabeled data
- semi supervised learning algorithms
- feature extraction
- multi instance learning
- feature selection
- decision trees
- face recognition
- unlabeled samples
- high dimensional
- nonnegative matrix factorization
- multi view