Beyond Log-Supermodularity: Lower Bounds and the Bethe Partition Function.
Nicholas RuozziPublished in: UAI (2013)
Keyphrases
- partition function
- lower bound
- upper bound
- upper and lower bounds
- free energy
- lower and upper bounds
- message passing
- approximate inference
- optimal solution
- belief propagation
- random fields
- objective function
- sample size
- closed form
- parameter estimation
- markov random field
- bayesian framework
- probability density function
- graph cuts
- sample complexity
- hidden markov models
- importance sampling
- support vector
- loopy belief propagation