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Commit ef56ef22 authored by Davis King's avatar Davis King
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updated docs

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docs/docs/optimization.xml
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...@@ -575,11 +575,15 @@ However, for graphs with cycles, the solution may be approximate. ...@@ -575,11 +575,15 @@ However, for graphs with cycles, the solution may be approximate.
<br/> <br/>
<br/> <br/>
This function is an implementation of the NMPLP algorithm introduced in the This function is an implementation of the NMPLP algorithm introduced in the
following paper: following papers:
<blockquote> <blockquote>
Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations (2008)
by Amir Globerson and Tommi Jaakkola by Amir Globerson and Tommi Jaakkola
</blockquote> </blockquote>
<blockquote>
Introduction to dual decomposition for inference (2011)
by David Sontag, Amir Globerson, and Tommi Jaakkola
</blockquote>
</description> </description>
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