Graph Based Multi-class Semi-supervised Learning Using Gaussian Process.
Yangqiu SongChangshui ZhangJianguo LeePublished in: SSPR/SPR (2006)
Keyphrases
- gaussian process
- multi class
- semi supervised learning
- semi supervised
- pairwise
- gaussian processes
- labeled data
- unlabeled data
- active learning
- unsupervised learning
- supervised learning
- kernel logistic regression
- co training
- binary classification
- support vector machine
- text categorization
- object detection
- learning problems
- pairwise constraints
- generative model
- cost sensitive
- incremental learning
- improve the classification accuracy
- multi task
- model selection
- transfer learning
- data sets
- data mining
- computer vision
- feature selection
- hyperparameters
- base classifiers
- similarity measure