Graph Summarization with Latent Variable Probabilistic Models.
Shintaro FukushimaRyoga KanaiKenji YamanishiPublished in: COMPLEX NETWORKS (2021)
Keyphrases
- latent variables
- probabilistic model
- graphical models
- hidden variables
- generative model
- bayesian inference
- language model
- posterior distribution
- gaussian process
- real valued
- approximate inference
- graph structure
- latent variable models
- hierarchical model
- bayesian networks
- topic models
- probabilistic modeling
- expectation maximization
- random walk
- conditional random fields
- mutual reinforcement
- structured data
- directed acyclic graph
- directed graph
- natural language
- structured prediction
- learning algorithm
- latent structure
- collaborative filtering
- association rules
- latent space
- bipartite graph