Information-theoretic Limits for Community Detection in Network Models.
Chuyang KeJean HonorioPublished in: CoRR (2018)
Keyphrases
- information theoretic
- community detection
- complex networks
- community structure
- mutual information
- information theory
- link prediction
- theoretic framework
- network analysis
- social networks
- entropy measure
- real world networks
- jensen shannon divergence
- information networks
- information theoretic measures
- bipartite networks
- graph mining
- probabilistic model
- relative entropy
- citation networks
- supervised learning
- overlapping communities
- social network analysis
- networked data
- network structure
- heterogeneous networks
- kullback leibler divergence
- pairwise
- data analysis
- data mining
- information bottleneck