A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure.
Juho LeeLancelot F. JamesSeungjin ChoiFrancois CaronPublished in: AISTATS (2019)
Keyphrases
- degree distribution
- bayesian model
- community structure
- overlapping communities
- scale free
- densely connected
- complex networks
- social networks
- community detection
- clustering coefficient
- real world networks
- small world
- power law degree distribution
- bayesian inference
- bayesian framework
- bipartite networks
- conditional probabilities
- posterior distribution
- power law
- random graphs
- network analysis
- preferential attachment
- network properties
- network structure
- community detection algorithms
- network evolution
- community discovery
- machine learning
- image reconstruction
- power law distribution
- probability distribution
- network model
- bayesian networks
- hyperparameters