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Posted to issues@hivemall.apache.org by "Makoto Yui (JIRA)" <ji...@apache.org> on 2018/05/22 04:04:00 UTC
[jira] [Updated] (HIVEMALL-202) Support Online Kernel-SVM
[ 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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