Curved exponential family models for social networks.

David R. Hunter

Published in: Soc. Networks (2007)

Keyphrases

exponential family
social networks
statistical models
mixed membership
maximum likelihood
density estimation
graphical models
hidden variables
log likelihood
probabilistic model
closed form
variational methods
model selection
mixture model
em algorithm
unsupervised learning
data sets