Annealed SMC Samplers for Nonparametric Bayesian Mixture Models.
Yener ÜlkerBilge GünselAli Taylan CemgilPublished in: IEEE Signal Process. Lett. (2011)
Keyphrases
- nonparametric bayesian
- mixture model
- mixture modeling
- dirichlet process
- generative model
- density estimation
- gaussian mixture model
- em algorithm
- probabilistic model
- particle filter
- markov chain monte carlo
- particle filtering
- bayesian inference
- unsupervised learning
- expectation maximization
- random sampling
- model selection
- maximum likelihood
- dirichlet distribution
- language model
- variational inference
- monte carlo
- bayesian model
- probability density function
- machine learning
- parameter estimation
- clustering algorithm
- computer vision