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https://issues.apache.org/jira/browse/SPARK-10078?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15804882#comment-15804882
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Yanbo Liang commented on SPARK-10078:
-------------------------------------
[~sethah] The description is a little misleading, it means the VL-BFGS
implementation can fit the current API. Feature partitioning (VL-BFGS) or not
(Breeze LBFGS) will be choose automatically depends on the number of features.
The purpose of VL-BFGS is not to replace Breeze LBFGS, but as a complementary
method. Thanks.
> Vector-free L-BFGS
> ------------------
>
> Key: SPARK-10078
> URL: https://issues.apache.org/jira/browse/SPARK-10078
> Project: Spark
> Issue Type: New Feature
> Components: ML
> Reporter: Xiangrui Meng
> Assignee: Yanbo Liang
>
> This is to implement a scalable version of vector-free L-BFGS
> (http://papers.nips.cc/paper/5333-large-scale-l-bfgs-using-mapreduce.pdf).
> Design document:
> https://docs.google.com/document/d/1VGKxhg-D-6-vZGUAZ93l3ze2f3LBvTjfHRFVpX68kaw/edit?usp=sharing
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