[jira] [Created] (FLINK-1716) Add CoCoA algorithm to flink-ml

[Shang Yuanchun (Jira)]

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.



--
This message was sent by Atlassian JIRA
(v6.3.4#6332)