Performance of random sampling for computing low-rank approximations of a dense matrix on GPUs

Theo Mary, Ichitaro Yamazaki, Jakub Kurzak, Piotr Luszczek, Stanimire Tomov, Jack Dongarra. Performance of random sampling for computing low-rank approximations of a dense matrix on GPUs. In Jackie Kern, Jeffrey S. Vetter, editors, Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2015, Austin, TX, USA, November 15-20, 2015. pages 60, ACM, 2015. [doi]

Abstract

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