Dirichlet Process Parsimonious Mixtures for clustering.
Faicel ChamroukhiMarius BartcusHervé GlotinPublished in: CoRR (2015)
Keyphrases
- dirichlet process
- dirichlet processes
- mixture model
- dirichlet process mixture models
- chinese restaurant process
- clustering algorithm
- nonparametric bayesian
- k means
- mixture modeling
- probabilistic model
- unsupervised learning
- bayesian model
- gaussian processes
- gaussian mixture model
- multi task learning
- density estimation
- em algorithm
- markov random field
- sampling algorithm
- machine learning
- expectation maximization
- prior knowledge
- variational inference
- markov chain monte carlo
- bayesian framework
- generative model