Sum-product laws and efficient algorithms for imprecise Markov chains.
Jasper De BockAlexander ErreygersThomas KrakPublished in: UAI (2021)
Keyphrases
- markov chain
- sum product
- message passing
- steady state
- belief propagation
- monte carlo
- finite state
- random walk
- transition probabilities
- markov process
- markov model
- stationary distribution
- stochastic process
- state space
- transition matrix
- markov processes
- distributed systems
- image segmentation
- markov chain monte carlo
- objective function
- image processing
- special case
- graphical models
- markov random field
- max product
- upper bound