Robust Semi-Supervised Learning through Label Aggregation.
Yan YanZhongwen XuIvor W. TsangGuodong LongYi YangPublished in: AAAI (2016)
Keyphrases
- semi supervised learning
- label propagation
- semi supervised
- unlabeled data
- labeled data
- multi label classification
- semi supervised classification
- unsupervised learning
- partially labeled
- machine learning
- supervised learning
- multi instance learning
- co training
- manifold regularization
- training data
- text categorization
- class labels
- labeled examples
- label information
- semi supervised learning algorithms
- multi instance
- regularization framework
- unlabeled instances
- graph based semi supervised learning
- transfer learning
- labeled and unlabeled data
- active learning
- metric learning
- multi label
- graph cuts
- graph construction
- multi view
- text classification
- multi view learning
- information extraction
- pattern recognition
- feature extraction
- computer vision