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From "Till Rohrmann (JIRA)" <j...@apache.org>
Subject [jira] [Resolved] (FLINK-1716) Add CoCoA algorithm to flink-ml
Date Thu, 02 Apr 2015 09:11:52 GMT

     [ https://issues.apache.org/jira/browse/FLINK-1716?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Till Rohrmann resolved FLINK-1716.
----------------------------------
    Resolution: Fixed

Added with 00759257a2d69608040ba4f074d7dc9c45dbb964

> Add CoCoA algorithm to flink-ml
> -------------------------------
>
>                 Key: FLINK-1716
>                 URL: https://issues.apache.org/jira/browse/FLINK-1716
>             Project: Flink
>          Issue Type: New Feature
>          Components: Machine Learning Library
>            Reporter: Till Rohrmann
>            Assignee: Till Rohrmann
>              Labels: ML
>
> 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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