Game theory of undirected graphical models.
Irem PortakalJavier Sendra-ArranzPublished in: CoRR (2024)
Keyphrases
- game theory
- undirected graphical models
- graphical models
- conditional random fields
- probabilistic graphical models
- probabilistic model
- game theoretic
- partition function
- cooperative
- exact inference
- factor graphs
- markov networks
- gene regulatory networks
- posterior distribution
- multi agent systems
- approximate inference
- resource allocation
- structure learning
- hidden variables
- nash equilibrium
- belief propagation
- random variables
- markov random field
- graph structure
- decision theory
- undirected graph
- image segmentation
- regression model
- information extraction
- structured prediction
- bayesian networks
- probabilistic inference
- probability density function
- parameter estimation
- generative model
- probability distribution
- network model
- random fields
- message passing
- belief networks
- higher order
- upper bound