528 citations · 1.1k across the 28 of their papers we have counts for
Showing 2014Show all
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stat.ML2014★ 2 cited
A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing
Quan Zhou, Wenlin Chen, Shiji Song +3
The past years have witnessed many dedicated open-source projects that built and maintain implementations of Support Vector Machines (SVM), parallelized for GPU, multi-core CPUs an…
cs.LG2014★ 17 cited
Parallel Support Vector Machines in Practice
Stephen Tyree, Jacob R. Gardner, Kilian Q. Weinberger +2
In this paper, we evaluate the performance of various parallel optimization methods for Kernel Support Vector Machines on multicore CPUs and GPUs. In particular, we provide the fir…