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From "Till Rohrmann (JIRA)" <j...@apache.org>
Subject [jira] [Created] (FLINK-1716) Add CoCoA algorithm to flink-ml
Date Wed, 18 Mar 2015 08:45:38 GMT
Till Rohrmann created FLINK-1716:
------------------------------------

             Summary: Add CoCoA algorithm to flink-ml
                 Key: FLINK-1716
                 URL: https://issues.apache.org/jira/browse/FLINK-1716
             Project: Flink
          Issue Type: Improvement
            Reporter: Till Rohrmann
            Assignee: Till Rohrmann


Add the communication efficient distributed dual coordinate ascent algorithm to the flink
machine learning library. See [CoCoA|http://arxiv.org/pdf/1409.1458.pdf] for the implementation
details.

I propose to first implement it with hinge loss and l2-norm. This way, it will allow us to
train SVMs in parallel.



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