Sparse Nested Markov models with Log-linear Parameters.

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

Published in: CoRR (2013)

Keyphrases

markov models
log linear
markov model
log linear models
maximum entropy
higher order
hidden markov models
conditional random fields
maximum likelihood
feature selection
np hard
undirected graph
knn
probabilistic modeling