\relax \@writefile{toc}{\contentsline {section}{\numberline {1}Message Passing: Sum-Product (Review)}{1}} \@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces An example of \emph {max-product}}}{2}} \@writefile{toc}{\contentsline {section}{\numberline {2}Max-Sum}{2}} \@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces An example of \emph {tree decomposition}}}{3}} \@writefile{toc}{\contentsline {section}{\numberline {3}Tree Decomposition}{3}} \@writefile{lof}{\contentsline {figure}{\numberline {3}{\ignorespaces Dependency graph for \emph {tree decomposition} (vertex for each variables)}}{4}} \@writefile{lof}{\contentsline {figure}{\numberline {4}{\ignorespaces The procedure of \emph {tree decomposition} on a directed graphical model (we can directly get \emph {Dependency Graph} by \emph {moralization})}}{4}} \@writefile{lof}{\contentsline {figure}{\numberline {5}{\ignorespaces An example of \emph {Vertex Elimination} on a single cycle}}{5}}