Two Alternative Criteria for a Split-Merge MCMC on Dirichlet Process Mixture Models.
Tikara HosinoPublished in: ICANN (2) (2017)
Keyphrases
- dirichlet process mixture models
- generative model
- dirichlet process
- bayesian model
- markov chain
- markov chain monte carlo
- monte carlo
- sampling algorithm
- dictionary learning
- posterior distribution
- random sampling
- data association
- approximate inference
- probabilistic model
- bayesian inference
- particle filtering
- cross validation
- missing data
- maximum likelihood