Computing a Partition Function of a Generalized Pattern-Based Energy over a Semiring.

Rustem Takhanov

Published in: Theory Comput. Syst. (2023)

Keyphrases

partition function
markov random field
energy minimization
upper bound
closed form
structured prediction
approximate inference
random fields
belief propagation
maximum likelihood estimation
graph cuts
parameter estimation
probability density function
machine learning
bayesian framework
message passing