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]

Authors

Xiaolong Xie

This author has not been identified. Look up 'Xiaolong Xie' in Google

Wei Tan

This author has not been identified. Look up 'Wei Tan' in Google

Liana L. Fong

This author has not been identified. Look up 'Liana L. Fong' in Google

Yun Liang

This author has not been identified. Look up 'Yun Liang' in Google