Browsing Artificial Intelligence Lab Publications by Subject "Hidden Markov Models"

Now showing items 1-1 of 1

    • Factorial Hidden Markov Models 

      Ghahramani, Zoubin; Jordan, Michael I. (1996-02-09)
      We present a framework for learning in hidden Markov models with distributed state representations. Within this framework, we derive a learning algorithm based on the Expectation--Maximization (EM) procedure for maximum ...