Parallel algorithm for calculation of the exact partition function of a lattice polymer.
Jae Hwan LeeSeung-Yeon KimJulian LeePublished in: Comput. Phys. Commun. (2011)
Keyphrases
- parallel algorithm
- partition function
- markov random field
- upper bound
- closed form
- approximate inference
- random fields
- structured prediction
- importance sampling
- parallel computation
- belief propagation
- probability density function
- upper and lower bounds
- maximum likelihood estimation
- bayesian framework
- parameter estimation
- structure learning
- graphical models
- conditional random fields
- cluster of workstations
- lower bound
- maximum a posteriori
- maximum margin
- learning algorithm
- em algorithm
- least squares
- prior knowledge
- bayesian networks