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Bayesian inference on random simple graphs with power law degree distributions.
Juho Lee
Creighton Heaukulani
Zoubin Ghahramani
Lancelot F. James
Seungjin Choi
Published in:
ICML (2017)
Keyphrases
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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