Bayesian inference on random simple graphs with power law degree distributions.
Juho LeeCreighton HeaukulaniZoubin GhahramaniLancelot F. JamesSeungjin ChoiPublished in: ICML (2017)
Keyphrases
- power law
- bayesian inference
- small world
- degree distribution
- real world graphs
- scale free
- random graphs
- power laws
- clustering coefficient
- prior information
- probabilistic model
- power law distribution
- bayesian model
- hyperparameters
- heavy tailed
- hierarchical bayesian
- preferential attachment
- variational inference
- hidden variables
- gibbs sampler
- structural properties