Asymptotics of the Partition Function in Large Closed BCMP Networks with Bottlenecks.

Yaakov Kogan Andrei Yakovlev

Published in: MASCOTS (1995)

Keyphrases

partition function
upper bound
closed form
social networks
markov random field
markov chain
structured prediction
importance sampling
upper and lower bounds
lower bound
approximate inference
random fields
network structure
structure learning
probability density function
belief propagation
parameter estimation