Variational Inference for Sequential Distance Dependent Chinese Restaurant Process.
Sergey BartunovDmitry P. VetrovPublished in: ICML (2014)
Keyphrases
- variational inference
- chinese restaurant process
- dirichlet process
- bayesian inference
- probabilistic graphical models
- probabilistic model
- topic models
- posterior distribution
- mixture model
- latent dirichlet allocation
- closed form
- gaussian process
- variational methods
- approximate inference
- exponential family
- bayesian framework
- sampling algorithm
- first order logic
- graphical models
- missing values
- bayesian networks
- co occurrence