Exact Inference for Integer Latent-Variable Models.
Kevin WinnerDebora SujonoDaniel SheldonPublished in: ICML (2017)
Keyphrases
- exact inference
- latent variable models
- latent variables
- approximate inference
- probabilistic model
- posterior distribution
- graphical models
- random variables
- structured prediction
- prior knowledge
- gaussian process
- topic models
- bayesian networks
- belief networks
- hidden variables
- probabilistic inference
- belief propagation
- dynamic bayesian networks
- latent dirichlet allocation
- variational methods
- approximation algorithms
- conditional random fields
- hidden markov models
- pairwise