A variational Bayesian methodology for hidden Markov models utilizing Student's-t mixtures.

Sotirios Chatzis Dimitrios I. Kosmopoulos

Published in: Pattern Recognit. (2011)

Keyphrases

hidden markov models
variational bayesian
expectation maximization
factor analysis
matrix factorization
incomplete data
exponential family
conditional random fields
em algorithm
machine learning