Stochastic variational inference for hidden Markov models.
Nicholas J. FotiJason XuDillon LairdEmily B. FoxPublished in: NIPS (2014)
Keyphrases
- hidden markov models
- variational inference
- bayesian inference
- stochastic context free grammars
- variational methods
- topic models
- mixture model
- gaussian process
- probabilistic model
- latent dirichlet allocation
- closed form
- posterior distribution
- exponential family
- conditional random fields
- approximate inference
- exact inference
- probability distribution
- belief propagation
- prior information
- markov random field
- co occurrence