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Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin. A Fast Parallel Stochastic Gradient Method for Matrix Factorization in Shared Memory Systems. ACM TIST, 6(1), 2015. [doi]