CuMF_SGD: Parallelized Stochastic Gradient Descent for Matrix Factorization on GPUs

Xiaolong Xie, Wei Tan, Liana L. Fong, Yun Liang. CuMF_SGD: Parallelized Stochastic Gradient Descent for Matrix Factorization on GPUs. In H. Howie Huang, Jon B. Weissman, Adriana Iamnitchi, Alexandru Iosup, editors, Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, HPDC 2017, Washington, DC, USA, June 26-30, 2017. pages 79-92, ACM, 2017. [doi]

Abstract

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