Sampling from the low temperature Potts model through a Markov chain on flows.
Jeroen HuijbenViresh PatelGuus RegtsPublished in: Random Struct. Algorithms (2023)
Keyphrases
- markov chain
- potts model
- monte carlo
- max flow
- markov chain monte carlo
- gibbs sampler
- markov random field
- steady state
- cellular automata
- multi label
- transition probabilities
- random walk
- state space
- reaction diffusion
- monte carlo method
- stationary distribution
- prior distribution
- random sampling
- energy minimization
- cellular automaton
- transition matrix
- pairwise
- parameter space
- sample size
- energy function
- graph cuts
- graphical models
- search algorithm
- bayesian networks