Computing the Partition Function for Cliques in a Graph.
Alexander I. BarvinokPublished in: Theory Comput. (2015)
Keyphrases
- partition function
- graph structure
- weighted graph
- markov random field
- upper bound
- closed form
- approximate inference
- importance sampling
- graphical models
- random fields
- directed graph
- belief propagation
- lower bound
- bayesian framework
- probability density function
- parameter estimation
- higher order
- bayesian networks
- random variables
- structure learning
- closed form solutions