Modeling group dynamics using graphical models and tensor decompositions.
Lin LiAnanthram SwamiAnna ScaglionePublished in: GlobalSIP (2014)
Keyphrases
- graphical models
- group dynamics
- belief propagation
- probabilistic model
- probabilistic graphical models
- random variables
- probabilistic inference
- approximate inference
- structure learning
- conditional random fields
- bayesian networks
- conditional independence
- map inference
- markov networks
- problem based learning
- higher order
- computer mediated
- markov logic networks
- factor graphs
- graph cuts
- markov random field
- statistical relational learning
- information extraction
- directed graphical models