Browsing by Subject "maximum likelihood"
Now showing items 1-2 of 2
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Learning from Incomplete Data
(1995-01-24)Real-world learning tasks often involve high-dimensional data sets with complex patterns of missing features. In this paper we review the problem of learning from incomplete data from two statistical perspectives---the ...
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Methods and Experiments With Bounded Tree-width Markov Networks
(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 ...