Determinantal Clustering Processes - A Nonparametric Bayesian Approach to Kernel Based Semi-Supervised Clustering.
Amar ShahZoubin GhahramaniPublished in: UAI (2013)
Keyphrases
- semi supervised clustering
- semi supervised
- unsupervised clustering
- semi supervised clustering algorithms
- metric learning
- k means
- background knowledge
- pairwise constraints
- semi supervised learning
- clustering algorithm
- semi supervised clustering algorithm
- hidden markov random fields
- semi supervised classification
- nonnegative matrix factorization
- document clustering
- pair wise constraints
- clustering method
- labeled data
- pairwise
- support vector machine
- cluster analysis
- kernel methods
- supervised classification
- data points
- domain knowledge
- machine learning
- objective function
- fuzzy c means
- fuzzy clustering
- data clustering
- distance metric
- supervised learning
- unsupervised learning