Sparse Nested Markov models with Log-linear Parameters.

Ilya Shpitser Robin J. Evans Thomas S. Richardson James M. Robins

Published in: UAI (2013)

Keyphrases

markov models
log linear
markov model
log linear models
hidden markov models
higher order
maximum entropy
conditional random fields
discriminative training
maximum likelihood
markov chain
parameter estimation
information retrieval
prior knowledge
probabilistic modeling