Approximate Counting CSP Solutions Using Partition Function.
Junping ZhouWeihua SuMinghao YinPublished in: CoRR (2013)
Keyphrases
- partition function
- constraint satisfaction problems
- exact computation
- markov random field
- approximate inference
- closed form
- graphical models
- random fields
- higher order
- probability density function
- closed form solutions
- special case
- distance function
- optimal solution
- belief propagation
- latent variables
- density estimation
- upper bound
- data points