Mixed Memory Markov Models: Decomposing Complex Stochastic Processes as Mixtures of Simpler Ones.

Lawrence K. Saul Michael I. Jordan

Published in: Mach. Learn. (1999)

Keyphrases

markov models
stochastic processes
stochastic process
maximum entropy
markov model
hidden markov models
higher order
random fields
probability distribution
dynamic bayesian networks
computer vision
random variables
machine learning
conditional random fields
similarity measure
level set
state space
natural language