Markov Chain Truncation for Doubly-Intractable Inference.
Colin WeiIain MurrayPublished in: CoRR (2016)
Keyphrases
- markov chain
- gibbs sampling
- markov chain monte carlo
- exact inference
- steady state
- finite state
- gibbs sampler
- monte carlo
- markov process
- stationary distribution
- random walk
- stochastic process
- monte carlo simulation
- markov model
- probabilistic inference
- transition probabilities
- state space
- approximate inference
- belief networks
- graphical models
- monte carlo method
- bayesian networks
- transition matrix
- dynamic bayesian networks
- belief propagation
- reinforcement learning
- higher order
- probabilistic model
- search space
- search algorithm