Parameter elimination in particle Gibbs sampling.
Anna WigrenRiccardo Sven RisuleoLawrence MurrayFredrik LindstenPublished in: NeurIPS (2019)
Keyphrases
- gibbs sampling
- markov chain
- parameter estimation
- topic models
- approximate inference
- latent dirichlet allocation
- expectation maximization
- em algorithm
- markov chain monte carlo
- belief networks
- exact inference
- graphical models
- generative model
- bayesian networks
- search space
- sampling methods
- probabilistic inference
- parameter settings
- monte carlo
- knowledge discovery
- natural language processing