1.3k citations · 2.1k across the 27 of their papers we have counts for
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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…
cs.LG2014★ 4 cited
Marginalizing Corrupted Features
Laurens van der Maaten, Minmin Chen, Stephen Tyree +1
The goal of machine learning is to develop predictors that generalize well to test data. Ideally, this is achieved by training on an almost infinitely large training data set that…