A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning.
Saharon RossetJi ZhuHui ZouTrevor HastiePublished in: NIPS (2004)
Keyphrases
- semi supervised learning
- unsupervised learning
- semi supervised
- label propagation
- probabilistic model
- unlabeled data
- similarity measure
- pairwise
- machine learning
- decision trees
- improve the classification accuracy
- multi instance learning
- labeled data
- multi label classification
- partially labeled
- semi supervised classification
- graph construction
- clustering method
- text categorization
- model selection
- support vector machine
- classification accuracy
- high dimensional
- face recognition
- e learning