Gamma Processes, Stick-Breaking, and Variational Inference.
Anirban RoychowdhuryBrian KulisPublished in: AISTATS (2015)
Keyphrases
- variational inference
- bayesian inference
- posterior distribution
- gaussian process
- probabilistic graphical models
- variational methods
- probabilistic model
- mixture model
- closed form
- latent dirichlet allocation
- topic models
- exact inference
- exponential family
- data mining
- graphical models
- probability distribution
- statistical model
- generative model
- approximate inference
- support vector