A proposal for supervised clustering with Dirichlet Process using labels.
Billy PeraltaLuis Alberto CaroAlvaro SotoPublished in: Pattern Recognit. Lett. (2016)
Keyphrases
- supervised clustering
- dirichlet process
- gaussian processes
- multi task learning
- mixture model
- bayesian model
- sampling algorithm
- variational methods
- posterior distribution
- variational inference
- bayesian framework
- clustering algorithm
- latent topics
- multi task
- markov chain monte carlo
- instance based learning
- training data
- class labels
- generative model
- bayesian inference
- topic models
- training examples
- prior knowledge
- pairwise
- training set
- data mining