Simultaneous Identification of Sparse Structures and Communities in Heterogeneous Graphical Models.
Dapeng ShiTiandong WangZhiliang YingPublished in: CoRR (2024)
Keyphrases
- graphical models
- gaussian graphical models
- belief propagation
- random variables
- probabilistic model
- probabilistic inference
- directed acyclic
- probabilistic graphical models
- approximate inference
- conditional random fields
- structure learning
- map inference
- bayesian networks
- graphical structure
- statistical inference
- belief networks
- conditional independence
- graph structure
- markov networks
- exact inference
- factor graphs
- message passing
- upper bound
- lower bound
- undirected graphical models
- social networks