Accelerating Bayesian Inference on Structured Graphs Using Parallel Gibbs Sampling.
Glenn G. KoYuji ChaiRob A. RutenbarDavid BrooksGu-Yeon WeiPublished in: FPL (2019)
Keyphrases
- bayesian inference
- gibbs sampling
- markov chain monte carlo
- gibbs sampler
- hierarchical bayesian
- probabilistic model
- topic models
- prior information
- variational inference
- hyperparameters
- parameter estimation
- latent dirichlet allocation
- markov chain
- em algorithm
- expectation maximization
- approximate inference
- belief networks
- graphical models
- generative model
- posterior distribution
- markov networks
- exact inference
- sampling methods