Parallel algorithm for calculation of the exact partition function of a lattice polymer.

Jae Hwan Lee Seung-Yeon Kim Julian Lee

Published 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