High-Dimensional Structure Estimation in Ising Models: Tractable Graph Families
Animashree AnandkumarVincent Y. F. TanAlan S. WillskyPublished in: CoRR (2011)
Keyphrases
- high dimensional
- graph structure
- probabilistic model
- parameter estimation
- parametric models
- graph representation
- graph representations
- graph theory
- nearest neighbor
- random walk
- random fields
- hidden variables
- graph theoretic
- relational structures
- similarity search
- social networks
- monte carlo simulation
- importance sampling