Active model selection for Graph-Based Semi-Supervised Learning.
Bin ZhaoFei WangChangshui ZhangYangqiu SongPublished in: ICASSP (2008)
Keyphrases
- model selection
- graph based semi supervised learning
- semi supervised learning
- cross validation
- hyperparameters
- unsupervised learning
- machine learning
- label propagation
- regression model
- semi supervised
- graph construction
- mixture model
- feature selection
- sample size
- generalization error
- gaussian process
- information criterion
- model selection criteria
- selection criterion
- learning models
- knn
- marginal likelihood
- data sets
- k nearest neighbor
- automatic model selection