Browsing Computer Science and Artificial Intelligence Lab (CSAIL) by Subject "Markov Networks"

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    • Methods and Experiments With Bounded Tree-width Markov Networks 

      Liang, Percy; Srebro, Nathan (2004-12-30)
      Markov trees generalize naturally to bounded tree-width Markov networks, onwhich exact computations can still be done efficiently. However, learning themaximum likelihood Markov network with tree-width greater than 1 is ...