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From "Makoto Yui (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (HIVEMALL-202) Support Online Kernel-SVM
Date Tue, 22 May 2018 04:04:00 GMT

     [ https://issues.apache.org/jira/browse/HIVEMALL-202?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Makoto Yui updated HIVEMALL-202:
--------------------------------
    Description: 
Online Learning with Kernels
https://papers.nips.cc/paper/2128-online-learning-with-kernels.pdf
https://alex.smola.org/papers/2004/KivSmoWil04.pdf

Pegasos: Primal Estimated sub-GrAdient SOlver for SVM
http://ttic.uchicago.edu/%7Enati/Publications/PegasosMPB.pdf 

https://github.com/JohnLangford/vowpal_wabbit/wiki/ksvm.pdf
https://github.com/JohnLangford/vowpal_wabbit/blob/24233e238c3e957066014d85ce13cd3b67d996e5/vowpalwabbit/kernel_svm.cc

https://qiita.com/sz_dr/items/763239df283c7e96be99 (in Japanese)

  was:
Online Learning with Kernels
https://papers.nips.cc/paper/2128-online-learning-with-kernels.pdf

Pegasos: Primal Estimated sub-GrAdient SOlver for SVM
http://ttic.uchicago.edu/%7Enati/Publications/PegasosMPB.pdf 

https://github.com/JohnLangford/vowpal_wabbit/wiki/ksvm.pdf
https://github.com/JohnLangford/vowpal_wabbit/blob/24233e238c3e957066014d85ce13cd3b67d996e5/vowpalwabbit/kernel_svm.cc

https://qiita.com/sz_dr/items/763239df283c7e96be99 (in Japanese)


> Support Online Kernel-SVM
> -------------------------
>
>                 Key: HIVEMALL-202
>                 URL: https://issues.apache.org/jira/browse/HIVEMALL-202
>             Project: Hivemall
>          Issue Type: New Feature
>    Affects Versions: 0.6.0
>            Reporter: Makoto Yui
>            Assignee: Makoto Yui
>            Priority: Major
>
> Online Learning with Kernels
> https://papers.nips.cc/paper/2128-online-learning-with-kernels.pdf
> https://alex.smola.org/papers/2004/KivSmoWil04.pdf
> Pegasos: Primal Estimated sub-GrAdient SOlver for SVM
> http://ttic.uchicago.edu/%7Enati/Publications/PegasosMPB.pdf 
> https://github.com/JohnLangford/vowpal_wabbit/wiki/ksvm.pdf
> https://github.com/JohnLangford/vowpal_wabbit/blob/24233e238c3e957066014d85ce13cd3b67d996e5/vowpalwabbit/kernel_svm.cc
> https://qiita.com/sz_dr/items/763239df283c7e96be99 (in Japanese)



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