Polynomial-time algorithm for learning optimal tree-augmented dynamic Bayesian networks.

José L. Monteiro Susana Vinga Alexandra M. Carvalho

Published in: UAI (2015)

Keyphrases

learning algorithm
worst case
dynamic bayesian networks
dynamic programming
optimal solution
k means
expectation maximization
prior knowledge
closed form
probabilistic model
random variables