Rapid Bayesian Inference of Global Network Statistics using Random Walks.
Willow B. Kion-CrosbyAlexandre V. MorozovPublished in: CoRR (2017)
Keyphrases
- bayesian inference
- random walk
- link prediction
- statistical inference
- probabilistic model
- bayesian model
- variational inference
- prior information
- complex networks
- markov chain
- network structure
- hierarchical bayesian
- directed graph
- average degree
- hidden variables
- stationary distribution
- graph mining
- transition probability matrix
- social networks
- training data
- markov random walk
- gibbs sampler
- expectation propagation
- community detection
- steady state
- reinforcement learning