Efficient online inference for nonparametric mixture models.
Rylan SchaefferBlake BordelonMikail KhonaWeiwei PanIla Rani FietePublished in: UAI (2021)
Keyphrases
- mixture model
- density estimation
- dirichlet process
- gaussian mixture model
- em algorithm
- probabilistic model
- generative model
- model selection
- unsupervised learning
- bayesian networks
- expectation maximization
- maximum likelihood
- gaussian mixture
- variational inference
- finite mixtures
- efficient learning
- exponential family
- image segmentation
- finite mixture models