Hyperparameter and Kernel Learning for Graph Based Semi-Supervised Classification.
Ashish KapoorYuan (Alan) QiHyungil AhnRosalind W. PicardPublished in: NIPS (2005)
Keyphrases
- semi supervised classification
- kernel learning
- semi supervised
- pairwise constraints
- gaussian process
- semi supervised learning
- labeled data
- unlabeled data
- gaussian processes
- pairwise
- active learning
- unsupervised learning
- supervised learning
- labeled and unlabeled data
- metric learning
- multiple kernel learning
- hyperparameters
- model selection
- data sets
- low rank
- kernel matrix
- similarity measure
- maximum likelihood
- linear combination
- multi class