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Posted to issues@flink.apache.org by "Soila Kavulya (JIRA)" <ji...@apache.org> on 2016/03/11 03:40:40 UTC

[jira] [Commented] (FLINK-1932) Add L-BFGS to the optimization framework

    [ https://issues.apache.org/jira/browse/FLINK-1932?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15190382#comment-15190382 ] 

Soila Kavulya commented on FLINK-1932:
--------------------------------------

I would like to work on this. I can use the Spark implementation as a reference.

> Add L-BFGS to the optimization framework
> ----------------------------------------
>
>                 Key: FLINK-1932
>                 URL: https://issues.apache.org/jira/browse/FLINK-1932
>             Project: Flink
>          Issue Type: New Feature
>          Components: Machine Learning Library
>            Reporter: Till Rohrmann
>            Assignee: Theodore Vasiloudis
>              Labels: ML
>
> A good candidate to add to the new optimization framework could be L-BFGS [1, 2].
> Resources:
> [1] http://papers.nips.cc/paper/5333-large-scale-l-bfgs-using-mapreduce.pdf
> [2] http://en.wikipedia.org/wiki/Limited-memory_BFGS



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