Computing a partition function of a generalized pattern-based energy over a semiring.

Rustem Takhanov

Published in: CoRR (2023)

Keyphrases

partition function
random fields
upper bound
markov random field
energy minimization
closed form
upper and lower bounds
belief propagation
probability density function
parameter estimation
maximum likelihood estimation
importance sampling
k means
state space
approximate inference
structured prediction