On Stanley's Partition Function.
William Y. C. ChenKathy Q. JiAlbert J. W. ZhuPublished in: Electron. J. Comb. (2010)
Keyphrases
- partition function
- markov random field
- upper bound
- closed form
- belief propagation
- approximate inference
- random fields
- structured prediction
- importance sampling
- probability density function
- upper and lower bounds
- maximum likelihood estimation
- bayesian framework
- parameter estimation
- graphical models
- lower bound
- structure learning
- graph cuts
- stereo matching
- machine learning
- conditional random fields
- energy function
- probability distribution
- special case
- loopy belief propagation
- message passing
- higher order
- least squares
- lower and upper bounds
- image processing
- feature selection