Map approach to learning sparse Gaussian Markov networks.

Narges Bani Asadi Irina Rish Katya Scheinberg Dimitri Kanevsky Bhuvana Ramabhadran

Published in: ICASSP (2009)

Keyphrases

markov networks
markov logic networks
markov logic
maximum likelihood
structured output
bayesian networks
graphical models
maximum a posteriori
inductive logic programming
expert systems
np complete
background knowledge
belief propagation
bayesian framework
structured prediction
probabilistic graphical models