Convergence of Gibbs Sampling: Coordinate Hit-And-Run Mixes Fast.
Aditi LaddhaSantosh S. VempalaPublished in: SoCG (2021)
Keyphrases
- gibbs sampling
- markov chain
- approximate inference
- topic models
- latent dirichlet allocation
- parameter estimation
- belief networks
- expectation maximization
- em algorithm
- markov chain monte carlo
- exact inference
- graphical models
- probability distribution
- neural network
- probabilistic model
- message passing
- pairwise
- bayesian networks
- sampling methods
- computer vision