[jira] [Created] (HIVEMALL-202) Support Online Kernel-SVM

[Makoto Yui (JIRA)]

Makoto Yui created HIVEMALL-202:
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             Summary: 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


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)



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