The switch Markov chain for sampling irregular graphs and digraphs.
Catherine S. GreenhillMatteo SfragaraPublished in: CoRR (2017)
Keyphrases
- markov chain
- monte carlo
- directed graph
- markov chain monte carlo
- random walk
- importance sampling
- steady state
- gibbs sampler
- transition probabilities
- finite state
- markov process
- monte carlo simulation
- markov model
- undirected graph
- monte carlo method
- stationary distribution
- gibbs sampling
- state space
- transition matrix
- random sampling
- graph mining
- markov models
- reinforcement learning
- graph structure
- complex networks
- sample size
- objective function