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Posted to issues@spark.apache.org by "Hyukjin Kwon (JIRA)" <ji...@apache.org> on 2019/05/21 04:33:54 UTC

[jira] [Resolved] (SPARK-10627) Regularization for artificial neural networks

     [ https://issues.apache.org/jira/browse/SPARK-10627?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Hyukjin Kwon resolved SPARK-10627.
----------------------------------
    Resolution: Incomplete

> 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
>              Labels: bulk-closed
>
> 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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