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https://issues.apache.org/jira/browse/FLINK-1707?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15151223#comment-15151223
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Josep Rubió commented on FLINK-1707:
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Hi Vasia,
I've been working with the binary variable model of Affinity Propagation
(https://www.psi.toronto.edu/pubs2/2009/NC09%20-%20SimpleAP.pdf). What I can
tell about it (knowing almost nothing about bayesian networks and distributed
computing) is that this model is easier to extend than the original one when
adding new constraints.
I've been doing some tests comparing the results of both papers and although
they have different intermediate results (due to the scheduling of the
calculations) they seem to produce same clusters.
Said this, I don't know if you are interested in the implementation of this one
or the original one.
> Add an Affinity Propagation Library Method
> ------------------------------------------
>
> Key: FLINK-1707
> URL: https://issues.apache.org/jira/browse/FLINK-1707
> Project: Flink
> Issue Type: New Feature
> Components: Gelly
> Reporter: Vasia Kalavri
> Priority: Minor
>
> This issue proposes adding the an implementation of the Affinity Propagation
> algorithm as a Gelly library method and a corresponding example.
> The algorithm is described in paper [1] and a description of a vertex-centric
> implementation can be found is [2].
> [1]: http://www.psi.toronto.edu/affinitypropagation/FreyDueckScience07.pdf
> [2]: http://event.cwi.nl/grades2014/00-ching-slides.pdf
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