| Document Date: 2013-02-28 04:51:16
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Company IBM / Netflix / / Currency SGD / / / Facility Almaden Research Center / / IndustryTerm distributed factorization algorithm / parallel matrix factorization algorithm / iterative optimization algorithm / distributed processing / parallel processing frameworks / matrix-factorization algorithm / distributed algorithm / recommendation systems / large applications / web-scale datasets / matrix factorization algorithm / online learning / prior algorithms / enterprise-cloud applications / generic algorithm / recommender systems / web-scale matrix factorizations / data mining algorithms / iterative stochastic optimization algorithm / generic algorithms / distributed matrix-factorization algorithm / keyword search / / Organization Max-Planck-Institut / U.S. Securities and Exchange Commission / / Person Ai / / Position General / / Technology generic SGD algorithm / matrix-factorization algorithm / embarrassingly parallel matrix factorization algorithm / iterative stochastic optimization algorithm / DSGD matrix factorization algorithm / known algorithms / DSGD Algorithm / iterative optimization algorithm / projected algorithm / SSGD Algorithm / data mining algorithms / Existing algorithms / generic algorithm / EM-based algorithm / distributed factorization algorithm / distributed matrix-factorization algorithm / 25 25 27 30 31 32 33 A. MapReduce Algorithms / Appendix A. Generic algorithms / SGD algorithm / foregoing algorithms / EM algorithm / parallel processing / /
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Large-Scale Matrix Factorization with Distributed Stochastic Gradient Descent Rainer Gemulla1