Pavel Plyusnin

Data Scientist

SA-SDCA review and UPDA proposal

This paper provides a review of the article entitled “Scaling Up Stochastic Dual Coordinate Ascent” by K.Tran, S.Hosseini, L.Xiao, T.Finley and M.Bilenko. It reveals positive and negative aspects of the article. Also, in this paper another parallel version of the algorithm, named as UPDA, is introduced. UPDA seems to be efficient and strong algorithm, which can tackle out even problems with several local minimums, what other descent based methods can not do.

One thought on “SA-SDCA review and UPDA proposal

  • AffiliateLabz
    15/02/2020 at 22:13

    Great content! Super high-quality! Keep it up! 🙂

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