Markov Chain Truncation for Doubly-Intractable Inference.
Colin WeiIain MurrayPublished in: AISTATS (2017)
Keyphrases
- markov chain
- gibbs sampling
- gibbs sampler
- markov chain monte carlo
- exact inference
- transition probabilities
- steady state
- finite state
- markov process
- monte carlo
- stochastic process
- monte carlo simulation
- bayesian networks
- stationary distribution
- random walk
- state space
- markov model
- monte carlo method
- transition matrix
- bayesian inference
- probabilistic inference
- belief networks
- latent variables
- approximate inference
- machine learning
- parameter estimation
- graphical models
- probabilistic model
- prior knowledge
- genetic algorithm