Self-weighted Multiple Kernel Learning for Graph-based Clustering and Semi-supervised Classification.
Zhao KangXiao LuJinfeng YiZenglin XuPublished in: IJCAI (2018)
Keyphrases
- semi supervised classification
- multiple kernel learning
- semi supervised learning
- semi supervised
- pairwise constraints
- kernel learning
- unsupervised learning
- unlabeled data
- labeled data
- clustering algorithm
- pairwise
- spectral clustering
- learning problems
- linear combination
- supervised learning
- data clustering
- machine learning
- clustering method
- k means
- active learning
- feature selection
- multi view
- document clustering
- data points
- kernel methods
- kernel function
- multi task
- feature vectors
- training data
- distance metric
- high dimensional data
- training examples
- labeled and unlabeled data
- multi class