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https://issues.apache.org/jira/browse/SPARK-10627?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15384830#comment-15384830
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Ruben Janssen commented on SPARK-10627:
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Would it be possible to separate these out into multiple JIRAs so we can
segregate discussions of different regularization methods?
Also, I'd like to give a go at L1 and L2 regularization to start off with
> Regularization for artificial neural networks
> ---------------------------------------------
>
> Key: SPARK-10627
> URL: https://issues.apache.org/jira/browse/SPARK-10627
> Project: Spark
> Issue Type: Umbrella
> Components: ML
> Affects Versions: 1.5.0
> Reporter: Alexander Ulanov
> Priority: Minor
>
> Add regularization for artificial neural networks. Includes, but not limited
> to:
> 1)L1 and L2 regularization
> 2)Dropout http://jmlr.org/papers/volume15/srivastava14a/srivastava14a.pdf
> 3)Dropconnect
> http://machinelearning.wustl.edu/mlpapers/paper_files/icml2013_wan13.pdf
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