Sampling from the Mean-Field Stationary Distribution.
Yunbum KookMatthew Shunshi ZhangSinho ChewiMurat A. ErdogduMufan (Bill) LiPublished in: COLT (2024)
Keyphrases
- stationary distribution
- markov chain
- markov chain monte carlo
- markov process
- random walk
- product form
- queue length
- queueing networks
- initial state
- transition probabilities
- sufficient conditions
- steady state
- bayesian inference
- service rates
- markov random field
- service times
- finite state
- state space
- markov networks
- markov model
- higher order
- belief propagation